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Paper Citation Record · LEDGER

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?

As of 15 August 2026, this Paper Citation Record lists 100 of 109 outbound references and 0 inbound Pith citation observations for arXiv:2608.10366.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.10366 v1

Coverage vector

measured 100 of 109 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:25:46.537034Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 109 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved76
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fc2b6cd7-9578-43a5-8164-1de4b90e87f4 · outbound

This paper cites 2016 , publisher=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2016 , publisher=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.233615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.233615Z digest=sha256:780549f838f6826b3e684913aa501d3b04aa7b27ce1760ed2eddd9975ae8389c

Observation f2d5bfc0-ae36-4139-aca5-9d6eb07be9f2 · outbound

This paper cites Proceedings International Conference on Coordinated and Multiple Views in Exploratory Visualization-CMV 2003- , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings International Conference on Coordinated and Multiple Views in Exploratory Visualization-CMV 2003- , pages=

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.237931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.237931Z digest=sha256:ae5e1263d384caa2df2ff9427e8f5d9c67d78dd31a6ea51aa8ca7f716b61270a

Observation 3de8c274-f689-48af-aef4-1a3e98dec212 · outbound

This paper cites Proceedings of the ACM on Human-Computer Interaction , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the ACM on Human-Computer Interaction , volume=

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.241190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.241190Z digest=sha256:176fb479bd784e01fa413200b8998883b1594c06294e78a360eda3640f61756a

Observation 96ac7dd0-238c-4c87-8e34-10b6a0012596 · outbound

This paper cites Hugginggpt: Solving.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Hugginggpt: Solving

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.245080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.245080Z digest=sha256:e811da3277daf90b685c84de659d02a7b096ac71405fcb7f4db751d0783143a1

Observation 790adce7-ce24-48f7-965e-a224c118aad3 · outbound

This paper cites AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.249184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.249184Z digest=sha256:25f4b3827fd2ef41b7469a842593681bdc88f71db45fe8e10daab9e2215bf945

Observation 8ff97455-da08-4827-9570-11eef90aa4a1 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , articleno =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 41st International Conference on Machine Learning , articleno =

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.255517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.255517Z digest=sha256:2db384b7ff3299f664fc8d267b583c9fcbb67ccb47a82da790df4f5725f57948

Observation 32ed1fd5-3eca-403e-864e-17ce97a19fa6 · outbound

This paper cites TaskWeaver: A Code-First Agent Framework.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? TaskWeaver: A Code-First Agent Framework

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.258487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.258487Z digest=sha256:53d43284ab88d866ff4cbc8a618361fb9b6e4aba30fdf10e144ee71022f2c5ea

Observation 727f0026-51a7-43ed-820f-eb9b8854624c · outbound

This paper cites Health Management & Information Science , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Health Management & Information Science , volume=

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.262029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.262029Z digest=sha256:35efcb62d4046173a05472e39bf6fd2e88d573d2dd602641f504d8ca2559bd03

Observation 3bba06c2-9f8a-4a4c-847b-4cbbc7da05be · outbound

This paper cites Journal of information systems research and innovation , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Journal of information systems research and innovation , volume=

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.264975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.264975Z digest=sha256:58bd451bb3a7599c30a65cfb5051941a5447f27524215e2336d33f94d1eda426

Observation d716f813-11ce-4b5e-9058-a582233d164b · outbound

This paper cites Reviews of Contemporary Business Analytics , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Reviews of Contemporary Business Analytics , volume=

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.268073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.268073Z digest=sha256:e3121b54ebd32f4231b3708b3dee41db552fd7a5bff4091c2a83ad58a3def824

Observation d9678446-78ae-4382-a7f3-351e16ad8509 · outbound

This paper cites 2019 , school =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2019 , school =

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.270980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.270980Z digest=sha256:38874c7fae8b2cc37f5ebc0577af6a15e6a0202957253b7be3d86bc2d221d1fb

Observation 42d0f4f3-81d2-43f4-b502-414ec2935872 · outbound

This paper cites FigureQA: An Annotated Figure Dataset for Visual Reasoning.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? FigureQA: An Annotated Figure Dataset for Visual Reasoning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.273572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.273572Z digest=sha256:b208563d480520d435924935b1f446eb72be08947c666474fd3b9850f4948c0e

Observation 8dad50a5-cb98-4eeb-8a40-ba40bfe0be81 · outbound

This paper cites Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.277374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.277374Z digest=sha256:13e3ebf7f622dbb1b951ff3b511e5743f3c7d102ce940671beb5ccf2000ff021

Observation a3ad14f1-8473-40be-97a6-5120669605b8 · outbound

This paper cites Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , pages=

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.280233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.280233Z digest=sha256:b6cc555a2f07eee047fb5b833d1e5772e71fb5c24b93da93c05f7290fc362f93

Observation ebc7a3ae-8315-4cba-93d0-90e874e8d36a · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.283451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.283451Z digest=sha256:98b482bf09583433aebce376c4761346ec43c951cbd7f91c0fab7c21bf32a9c2

Observation 6712856b-95ba-4abf-b6c3-789a86c1f0c0 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.286408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.286408Z digest=sha256:4e55091f481c60cbae58e32355964db8cdd49ae40946c01817d89a91ea13ddae

Observation d8961767-03a2-4245-8df6-c07adadaa6f1 · outbound

This paper cites an unresolved cited work.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Unresolved cited work

Reference 18

Resolution
parse uncertain
no resolver link, observed 2026-08-15T14:25:46.289994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.289994Z digest=sha256:b417e9d9cd0eeb8c8fbc5e02ad6d5087c2b6fbaeca56cdeee3c83f8895a5c24f

Observation 86ba1b50-260d-4aa2-945d-75745778c573 · outbound

This paper cites an unresolved cited work.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.293721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.293721Z digest=sha256:83372c6a6f575c28c3f500d6b58abb049ae88760c73ae4bad90c7500ac8b7fba

Observation ad4aacc3-7e22-4360-b9ff-be73c4be50fe · outbound

This paper cites ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.296074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.296074Z digest=sha256:8be3ff48e5fba955704b25aa92c682150efc1ff176ef8c4333ef0f8b3a98ac74

Observation 25015998-0159-4442-b287-b471690f656a · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.298397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.298397Z digest=sha256:d72375f1dfdc21f8cb4dddb0982462dd115326bc6a0de4e3476ef501467ebb22

Observation 1f9f8d6f-5b3b-4839-9ea1-ba31f4aa999c · outbound

This paper cites 2016 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2016 , eprint=

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.301448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.301448Z digest=sha256:3f27324b6866d5b8e547adcbdcaf5ee52f83273e106cd7ce4c304407562ea9bd

Observation 8021c97d-7196-47ba-a81b-4c3a2d478ad0 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.304173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.304173Z digest=sha256:de9f88898d183a727dc0cd662862e91973f74ac23c2ae7f27572972d3435eb47

Observation c7285926-efea-4b26-be12-80700f0b8669 · outbound

This paper cites 2022 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2022 , eprint=

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.307234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.307234Z digest=sha256:2bc161ea614ede4e8efb89fdbbbdd7ff403e93af7f4fd44634d61a3c1ba66940

Observation 28587a97-0785-4e73-b900-0ddcebfb10aa · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Advances in Neural Information Processing Systems , volume=

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.310558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.310558Z digest=sha256:badb8ce1bc26d01322cce8c8d1b9eb6986fc3b67a27723109f432131d7cf04b0

Observation eecdabff-8c3a-4603-bba5-6ff1d78616a1 · outbound

This paper cites 2015 , publisher=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2015 , publisher=

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.313598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.313598Z digest=sha256:e6b4c3fe5a753819cf347fa41b9e6819d5909e8dbd432ec46eab246b8b0b48ee

Observation 182566a0-c7a1-44fd-b700-70bf9b1f010a · outbound

This paper cites 2021 25th International Conference Information Visualisation (IV) , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2021 25th International Conference Information Visualisation (IV) , pages=

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.316344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.316344Z digest=sha256:3e3ad0b3bfaedb9ea48d9b7bfc23cbcde89d19ca50e4845ac6a35bfd08ff14b6

Observation 6d36f2aa-feb2-428c-b70b-da214c3bfb2f · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.319353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.319353Z digest=sha256:9dc11a8b29e3f8412d9d6abe9636fc8d57a186363755884944e7f94347fc6fff

Observation d92a6f2f-3c69-4b42-b0f8-d2e2f9afc1c2 · outbound

This paper cites 2023 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2023 , eprint=

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.321728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.321728Z digest=sha256:029ef2ef404d7f90d2aac1b499c9d99ade6a20fc5d790851e7b3a350d723d762

Observation a94280b8-d70e-430e-98e3-1ed7a578851c · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.324524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.324524Z digest=sha256:44b20d6d8580955e971c8d7833b2cd8965e76092fc8a40c864997a9e61cb6ec5

Observation d9a2df44-f553-41a3-af3e-2aa4dbb528e7 · outbound

This paper cites 2023 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2023 , eprint=

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.327085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.327085Z digest=sha256:7c192cf40b1812c6f76b3e8a0c76f8d2d123a1053d54466f8bad9fa657433b56

Observation abc4dbc0-48d4-452b-bda9-11c49021eb04 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.329870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.329870Z digest=sha256:49cda73eee7a4a0110ef1d6acf574ee0d2460a53770342f16b1a4d964988e21d

Observation ecd7aa22-bd5c-4ea1-a86d-66798fb85fed · outbound

This paper cites 2020 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2020 , eprint=

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.333057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.333057Z digest=sha256:3cf3669ad5d84a9a9fa6870ea610b74cc815a5c71fb9382b725feeb4eca04776

Observation 9cea02b9-5856-4859-9fa4-7ef4cb586b3a · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.335990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.335990Z digest=sha256:30f6ae5733354e2976e0c36f1685cfd9b25d4f64693ca93caa51188626ab8553

Observation 9050ed4c-316d-41d9-8923-50499f53630c · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.339432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.339432Z digest=sha256:d35c1dcb3ca4594a9a2972542df884c6b5618b859bcb18f4fda49cc25ef7d221

Observation de4f89d0-99b2-4e94-946f-d8aa6872eb24 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.342947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.342947Z digest=sha256:daaaadae7dd902a689f89f639490806597a95b804e6217ea7e5cb741e78102ac

Observation 946a43c6-4253-4fc4-9d39-20501ccabc2e · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.345436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.345436Z digest=sha256:7236ec336c79493fd62571a3c84ff798cf4bee7daf72ec6335596f39043554e0

Observation 6d74e466-4dcc-48f9-b8b2-b5613eb13360 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.380439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.348837Z digest=sha256:81644cfa4f593ec471180ac60d643b6e6c84e263e05aee394afa7950307cce7a

Observation 13eefc95-6cb0-4fe8-a0c1-c5593146f517 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.351028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.351028Z digest=sha256:a195da0b68860886662ce53b63c6226416745f8922c01e67568d38bf091becec

Observation 81dbbd77-9661-4d57-91f2-802d8a9970d8 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.354273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.354273Z digest=sha256:790c9330cb4410e8e604c9a9f017f96d5fe39d7f68d5114b570dfc5271bc93a3

Observation afef795d-17ca-40db-9658-590489afb3d9 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.364952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.356911Z digest=sha256:376cf0b978e885c963d16ddcf568f27ee00b156381a5354f65b1657603b12b7e

Observation 47510e66-0d27-44c0-aae7-68dbcadf6c2b · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.360208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.360208Z digest=sha256:8e9c7d4ced0eadf8fde9329283810432fa41d98a49bbab9ca243c0f44fd42052

Observation 00a96894-1723-4c29-a26e-2331a98cb462 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.362994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.362994Z digest=sha256:e3d697137dc834b5439b6f634d9cba6104f46ef4481523fb57685be0ffeafff4

Observation 016757c8-53b4-4f5a-b73a-f76bc91b7ad7 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.365294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.365294Z digest=sha256:02e5e7133fd966186e9fadf45b3f830028eeed9b71407b5175258546495f4a7e

Observation fdd8ad69-49b5-4357-b9ee-2b19c8c8c9d9 · outbound

This paper cites Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles , year=

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.367628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.367628Z digest=sha256:3fd49fc64b2f4dd20bcce6da0e835fa8877c238048d9488440b73374570854dc

Observation dbc08263-e9d4-4309-bb34-68c9096b34e7 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.370645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.370645Z digest=sha256:980e6e4ce090bc0dca915b47741c1dac3ce69a56cbcb74cbdf749b3b16022376

Observation 13107e90-1e92-4735-ab58-b34b8f24bcc3 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.374383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.374383Z digest=sha256:9b4c963cb7d32020a56284510d5bf95a5c65d3be1328d0ee83b19ce6b6b2c12f

Observation d65c8789-b396-43ed-b247-90fe94b51480 · outbound

This paper cites 2019 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2019 , eprint=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.377200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.377200Z digest=sha256:e23adb65b33f96067d2a65f11db85288bbb30f396b3e1400bf202fee8f06af91

Observation b3be21d6-ca39-4767-a76a-fdb46ca3a055 · outbound

This paper cites and Kumar, Pratyush , title =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? and Kumar, Pratyush , title =

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.328278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.379803Z digest=sha256:06fe44c6f712711072eb59247ec8915d89bcd21b04bb2fe128524e728083aa14

Observation 5b1b8c4a-0005-4616-a630-3441e9bef719 · outbound

This paper cites Price and Christopher Kanan , title =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Price and Christopher Kanan , title =

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.318282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.382723Z digest=sha256:94e84563f423903cf1c895d6fc98c4177ede93ff5e462afe4cbf482035b0c3b9

Observation 0a941156-9b6d-4880-abe7-92c3687da568 · outbound

This paper cites 2018 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2018 , eprint=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.309559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.385020Z digest=sha256:c290fa60f521aec4bac25e005818c82a1374a51e13212d01ad66a8f7c5a56c1f

Observation 1d9bf6c1-31e3-4de4-98bf-4cb944ba98db · outbound

This paper cites 2021 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2021 , eprint=

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.389010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.389010Z digest=sha256:afb63ad9630fac06a2f23b93416f7ee74f42499adf68a372473fc32bc129483d

Observation a8fe7b04-ac66-405d-a3f6-64ef06c02ecd · outbound

This paper cites Applying Pragmatics Principles for Interaction with Visual Analytics , year=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Applying Pragmatics Principles for Interaction with Visual Analytics , year=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.298873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.392214Z digest=sha256:bdde87386f2889fae835f182cda2c14f3adaaa33d9da2581bfd6f506676bb6c8

Observation ac70452a-2d43-464a-ae64-88fedbba958c · outbound

This paper cites Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems , pages =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems , pages =

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.394993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.394993Z digest=sha256:10ee982fc163215eb5a810b7bab794364fe17d514194d8ca5a8720b36923518a

Observation b94feaac-bd2e-4875-9e59-0f6b222b9bda · outbound

This paper cites C hart A ssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? C hart A ssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.397811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.397811Z digest=sha256:d56187116386c086f1ee31794a94f2409da34b69beeeaaa81e0b2979b78880a3

Observation 11dcb5cf-c7e2-4c23-9f85-e830e55a8148 · outbound

This paper cites 2023 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2023 , eprint=

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.400247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.400247Z digest=sha256:440d4c430679574dbd9c369862c8512536edd4846e9ac71a233698bce86def5d

Observation ff9cf378-06dc-47fd-9182-70dc62a678b5 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.284798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.402957Z digest=sha256:761869c6d604e4cb3648aff4f596e1755004e929b953902d2daa545327cb1aab

Observation c2f96ee1-826e-4b0f-9163-510e55dba4d8 · outbound

This paper cites 2024 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2024 , eprint=

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.275447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.405220Z digest=sha256:912eb3524114a173681dbce304169d12c6e4c91f59ffa4d1027697aeadf0f5b0

Observation 4ef0ffe9-65d9-4d17-8181-91e8b5a45778 · outbound

This paper cites 2023 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2023 , eprint=

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.266422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.407766Z digest=sha256:d6340a74cc0154433f9e3728ca81ba7cb36ef845a17a747301379a9785dbc0ce

Observation b2b32b45-851b-4482-8bf7-89b0972575b3 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.411063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.411063Z digest=sha256:581aa9be0e59959517360f187c748574872ca30cb549d3dda2ea68eb07f5e802

Observation 72918966-8a1a-4d67-8333-60586a4976b5 · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.414158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.414158Z digest=sha256:b2bc22892b88afb60c1fab2bae69ee3f1a867b33d89779bbf3e7542f23ab422e

Observation 523e4ea2-6d60-441a-9b8e-1ae1ef6f4690 · outbound

This paper cites an unresolved cited work.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T14:25:47.255046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.417531Z digest=sha256:56b8e63095c9a9bb334541088340143ddfd2ebcdfe3d400fda8c976300df969a

Observation c39e03df-3e13-43ba-8b4a-207f4658fdfc · outbound

This paper cites 2025 , url =.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , url =

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.247730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.420613Z digest=sha256:9c833ac35c5940eba446eda4d0c7324b8d596639fb9a8c1807650101568570ea

Observation 13681dc3-e5b4-4ba2-94ca-d28376e7862a · outbound

This paper cites 2025 , eprint=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2025 , eprint=

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.423181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.423181Z digest=sha256:8b3cbebd01bbae098129dce593a57c1ba56a26759116dc4b3184b234375df584

Observation e8c87054-2f51-4e70-b02d-fa9803f62004 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Evaluating Large Language Models Trained on Code

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.426051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.426051Z digest=sha256:82d6c52c17115817724a81d017a6b0b3a357a9b4ec73b6e48cb71dd9d92a2d26

Observation cac7f5a5-0a13-4682-a228-fbc3738bc5a1 · outbound

This paper cites DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.429057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.429057Z digest=sha256:0809225d7a30178dc15259e930071902375dbef556276be13aa42de7cb9a849e

Observation abd6e8be-f1d7-4b41-8692-58b83a2fdb26 · outbound

This paper cites DABstep: Data Agent Benchmark for Multi-step Reasoning.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? DABstep: Data Agent Benchmark for Multi-step Reasoning

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.432202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.432202Z digest=sha256:a8d42ef2790f2c440cb099223edf0677c0c2e13231a709c582d787a4cce389df

Observation 955b9ff0-d0cf-4ea4-9c46-9fc05d74d3eb · outbound

This paper cites arXiv preprint arXiv:2506.06541 , year=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? arXiv preprint arXiv:2506.06541 , year=

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.434771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.434771Z digest=sha256:fd1a8ecf5001db3a457e6227e7d8b8573f091683bb08aa434df23c9afc7723b8

Observation fac6bf2b-5c97-4c83-8285-b318cad4550e · outbound

This paper cites International Conference on Machine Learning , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? International Conference on Machine Learning , pages=

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.437608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.437608Z digest=sha256:30700a0b4aaf76008cc5b77ea5ae0a9714554baa8248b9062d2ab6ce0eb3d331

Observation 2a32d19f-9c42-4377-8d46-6418a4e133d2 · outbound

This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.440154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.440154Z digest=sha256:469828742a658c21689f2816c5fbc85d2c872233bd71d4e9040d673bf211b33b

Observation 8f302c8f-b879-4bee-b4c2-ec405d920637 · outbound

This paper cites DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.442800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.442800Z digest=sha256:bc7253f7161f316d4d99154dee6c0ae08cfcf4e24c6d3f82c9af00bac0a0677d

Observation d4b05079-7ed9-4a0c-a66c-46a9ca25273b · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.230064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.445397Z digest=sha256:ebec96879a00a56b5bf44d90f3a75b021cd01f85c0ca8a438c37e66617a781d9

Observation 63638a79-8ba0-464b-a562-07ebed7b55e4 · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.221241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.448793Z digest=sha256:2c49086d64dc059ac5589728c07dac57bf2f46afd2e49c8dccd944a3343f58fa

Observation a786e87b-9dc7-4861-ab60-496d430ea940 · outbound

This paper cites arXiv preprint arXiv:2510.04023 , year=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? arXiv preprint arXiv:2510.04023 , year=

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.451344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.451344Z digest=sha256:1b52de7b176ecac5fe8e6f9bfcdb67b4b367f64906c338a9371ea6823558f8d7

Observation 73cba74f-3cd9-44d6-8c92-50591f033436 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? A Survey on Large Language Models for Code Generation

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.453584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.453584Z digest=sha256:f12f94bc33a6808415aea40d795bbebf2ec92976737ab573cbb475041bf23092

Observation 6381f793-c309-4347-a4a8-37f892cba3de · outbound

This paper cites GUI Agents with Foundation Models: A Comprehensive Survey.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? GUI Agents with Foundation Models: A Comprehensive Survey

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.456716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.456716Z digest=sha256:90714ae065e0b55b7e3e04e8d10848f56fdaaa0cb6fb6e0937fa2ecb5b78bdc0

Observation 871198bc-35f2-4ddb-be35-9600e058ef6e · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.459349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.459349Z digest=sha256:6e59c234274be863cf56d125d9903467a1ea21da67c5edccbe5f652b1b34c57f

Observation 60c660ba-6d56-4d07-9d5d-98a155d8fa13 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Advances in Neural Information Processing Systems , volume=

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.461903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.461903Z digest=sha256:44a8413fc3ba4b9ab964ae13bbde7cc62860a47c8002f526bcbd21d795e6d5a4

Observation 996288c0-2928-4e93-80b1-3c8b32a48c91 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Advances in Neural Information Processing Systems , volume=

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.465198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.465198Z digest=sha256:f96c909b6ab04049b3ce1cb27ceda24d8adbb09ad65997b30762b700d608af83

Observation 34fc86be-090a-4ad7-b4da-e3d0857d281d · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.468784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.468784Z digest=sha256:49e76235544f7b020d837dadc6d2b18e7d1e753517f0b797b1cf90ffc7fdd4a0

Observation cee6cd0a-078d-406f-a1ab-5e8e38fe15af · outbound

This paper cites OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.473505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.473505Z digest=sha256:8ce3a9d28ca420afd0bd99af414d756c58486c02ea3e21d56da17776fb8758e2

Observation bec7489f-d44e-4acf-aafa-bded29de0c6a · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the 33rd ACM International Conference on Multimedia , pages=

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.476874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.476874Z digest=sha256:e0794e53f41d59c42bc343ba35d112da2364676e94c4f899fec8522c3a9fd201

Observation c63e1713-758a-48fa-9ada-30b3778c70b9 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.479951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.479951Z digest=sha256:15c2a2cca5e5a3e346cd649efc4ff10f53621698a6a6d72be721aee5a50c431e

Observation ce454eaa-8177-4205-be98-a38de426c6eb · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.482930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.482930Z digest=sha256:667cbe3b28c4e66a34e0a23856e1a63506a17f917d4a0cb692a45e35915cd9c4

Observation 4991dc4a-1227-446d-b283-ed0ff5890295 · outbound

This paper cites SN Computer Science , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? SN Computer Science , volume=

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.190318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.486288Z digest=sha256:ca036187984e0ed62f9ccb3c741ef0210fb74616cf77849fa6a85096de5ea08e

Observation a009e679-cb4d-46c1-bbf0-edeaa5c97c94 · outbound

This paper cites Computer Science & IT Research Journal , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Computer Science & IT Research Journal , volume=

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.180975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.489589Z digest=sha256:0b897802cb4ab3b9b924878022aad54e9b88c91a16bae26b50e81dddc358918a

Observation f9c155b2-cf32-45c2-97e7-0a790b110b31 · outbound

This paper cites ACM Computing Surveys (CSUR) , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? ACM Computing Surveys (CSUR) , volume=

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.172905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.493015Z digest=sha256:54406be303d92e5fc8a1ed9f3b7448bd96bd0c6db302d597b5729a4069567f21

Observation 8efe28f4-5ac9-4c2e-b910-3bbcbec3958a · outbound

This paper cites 2022 , publisher=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2022 , publisher=

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.164808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.496009Z digest=sha256:d8d51ec04cd98045eacfbe0407b07532a9d22a4169c573fe7807b3dc5fb93d50

Observation 4204852b-193e-49c2-9701-2b52a55869da · outbound

This paper cites IEEE transactions on visualization and computer graphics , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? IEEE transactions on visualization and computer graphics , volume=

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.156137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.499035Z digest=sha256:adb7dad6f11f50053e952a9c4821f9be6078ba00784f1845317566d5c799cd8b

Observation bde77146-5afd-484e-ab4c-053449edeb6d · outbound

This paper cites Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.501908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.501908Z digest=sha256:add6ad6f4dec832b241ba5e149d58c8f507acca016a0fc2b7750023ac691bfca

Observation 9d1b0c15-568d-463a-b0ec-2c43b4c01430 · outbound

This paper cites IEEE Transactions on Visualization and Computer Graphics , year=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? IEEE Transactions on Visualization and Computer Graphics , year=

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.148535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.505131Z digest=sha256:d9646e73c3b80dd0042ab8a3d6b684bb18eb91c0385cece4655a0b2728015c9c

Observation cf4cefe3-fcd4-4ea3-a703-0dda2e575269 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Advances in Neural Information Processing Systems , volume=

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.509221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.509221Z digest=sha256:fc78c7b52d247333f1e0d2cac11d808dc043ec1e08a7c5e2d1a52c1f48808e3d

Observation 39e9564d-5c62-4687-a8bd-16a95fdd7ef7 · outbound

This paper cites Data interpreter: An.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Data interpreter: An

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.136392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.512355Z digest=sha256:6ffba79640cb5ff30cf5ca314f21327ec1b9d10d8da6764d483a885e98deeef1

Observation d61842c3-363b-4d8a-b4f2-db2e082d58ee · outbound

This paper cites A Survey on (M)LLM-Based GUI Agents.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? A Survey on (M)LLM-Based GUI Agents

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.515291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.515291Z digest=sha256:8f5c0d8c7aeeff76890941c7cbd42b9b9aa11857b2444f3612ebf67c73206db8

Observation 977fcbec-84a1-49c8-8d85-9942410d560e · outbound

This paper cites 2023 , publisher=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? 2023 , publisher=

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.127079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.518518Z digest=sha256:aeefa070baeb5fc37b1d834ee789495ff1d310a92b826f04c1fe892d4492bafe

Observation 1bd9627a-e3df-440d-b722-d9edced8ca76 · outbound

This paper cites Journal of Computational and Graphical Statistics , volume=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Journal of Computational and Graphical Statistics , volume=

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.117946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.521705Z digest=sha256:544f42da2f79698bda26d27c029bfb55c16ae7726f698a0599408cac753f2813

Observation 975032a0-cb30-4b29-b639-d76b9f12b4db · outbound

This paper cites DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards

Reference 97

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T14:25:46.798643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.524921Z digest=sha256:57d12928eb8ab4a642cb1255d2752856b608a16ae0daffce810c9d805f91bfcf

Observation e5570cba-939b-4817-9d19-62789e66478b · outbound

This paper cites Grounding Computer Use Agents on Human Demonstrations.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Grounding Computer Use Agents on Human Demonstrations

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.528339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.528339Z digest=sha256:36cbe2219a548128326a762197ca6954848d3197f04b153829e5a05f0d8deb45

Observation 3309aad1-4bc3-4bec-ad40-a60a6510f894 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.531417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.531417Z digest=sha256:5ba7960021cf4ded9018b92aabce811478d49ad1f556e468ef06cfd34c3dfea5

Observation cc125295-fde1-48c7-a604-c9c2e1aa08dd · outbound

This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Proceedings of the Computer Vision and Pattern Recognition Conference , pages=

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-15T14:25:46.534290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:25:46.534290Z digest=sha256:74820c4043f371e5be01494f912b757b4339d8742c033ef72839e563de7e7632

Observation 4962b42c-278e-4bed-9518-cca4b0c46295 · outbound

This paper cites European Conference on Computer Vision , pages=.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? European Conference on Computer Vision , pages=

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T14:25:47.101695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.537034Z digest=sha256:75e99409239dae54ffa4484d07b695a61134934b028c4b35062ab5459468de28

Pith citing papers

No inbound Pith citation observations are available.