Pith. sign in

Paper Citation Record · LEDGER

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

As of 16 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=sha256:820ed3c1042f0b5838e4a32901cb5bb0ec8f1c794abc64486afc9e467c7c9d11

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=sha256:50aa5b5da9ddf42687879adf8a6e8c704ade33fd6ee34950f77c8222e4c99462

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=sha256:26277828824a18e13bee01e3061aac6e4bef42d424d56ce52490b88d4b10608d

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:fb744d24fefd00b73eab923b0afd825eb0ceedb54902c0db8c92cb058deb0564

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:cf1b0d394fd69a5d5de7c35bc0b6b41f5d4d99a0487a9019de43358547c2813b

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=sha256:2477f2d5c6fbe8167298430c476d13606c4eded43dff8535d575fe916567514f

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:d02e5d4715485a84380a1789aa4bac638682b4e1287086f0bfef4d4bd51f7941

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=sha256:268919ac408bc0d1511e9ad791fdc2a887cbd4a12602c6938500a870b3ba8acd

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:e4fc30521f759baa70f84a2223c2184afb9dd7aebf2a7645fe9adec88a642b6e

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=sha256:4f7c1779dfd526b5e18e0d0e0b851bc9e103b7ca122e5ca96aa2db6303e5dc17

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=sha256:3c0405ae012a022b6eeca1aa957ed15d0b5b46e06f0fa5fa919f36b83093fbae

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=sha256:848985ff3c1807e13228c6b3f42175cc4726a05b19816c283096211433890448

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=sha256:32152e3fa1f30c658a979897accf25250375093589d8c553eb9f2386324b3218

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=sha256:31f54353d2bbfc58b9cc6871e173562ed5302c466e9206dc45dd723a35ca59fb

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=sha256:06d21833d912537e12e1e168a7e4e79653ae51e9ce5d8a4b5f86d6a549d1ecce

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=sha256:083c47a4d0ab150df55c84affe7b09ccf7452ac62ebc30c72755c4734c8f396b

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=sha256:2ce95ecb89f2b2f96ec6edafd033fed0dae45ac8825e0f2c7ebbc8da8785b8a0

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=sha256:94983ba87d5bedbb2077aaa49202ca9663b0f55b66fbe97ec7ad952f7cb99479

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=sha256:417efbd97ad4ded3964bc75a120164bb7919b62e88cf763f1eaecf475860cc48

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:a2dbd135792dbf985502494471436619cd7391c55ded56bdc198dfbf5461ce3d

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=sha256:019756de6c532d21c0d1ba8806bc4be0ac29b64885656a1b9e02b98527ac5819

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=sha256:1c6d95ac9425cfd5e5a68c4dab9721391537da696cc57bc9ef2b88e4f77db72f

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=sha256:31040cdc98a982a77bb4ddd03239e454ca51395a387fe3e2ea0c6a58e85bbdd2

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=sha256:797a6f0c84b714689b4747e295ad2959b3ae6733be906efcce81cf859c45f373

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=sha256:8eae57a7c9218bf2ec71a0d359f33a0fd50811c83c4c460015af46deed33e9b5

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:ed7119860bca4f2ea60b0e3c047aa2fc8e5f9a04522ff4c0bc5dc3cca892748e

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=sha256:3a7b99b2320a1cbe2f58ebb535d9f31b5620b0dd604a2e24ab33c3acbccb8777

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=sha256:3f0be023667feaaa264a835c3deda7c90621415971b303981c7e4e685c276096

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:d526653cc41345983576c19f20ee4496266be385c6223130c9b16889266a36d5

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=sha256:750d4be1ad2afe605128d62e40408dca42818b4771c73851aaf5ef029cae7ccf

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=sha256:9fa0d0d01a3c1c716efa0842d7476f51b4d7753fa5c74984a1ba5acdd1db7d08

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=sha256:7bc3e932d1de2010712781b8ac12226efdce35d9aaf426620a80740c62880e1c

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=sha256:3d233234fe2880b377445c49e1be67d9f77249b20d1af1515017223ca98f9b97

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=sha256:3ba8cadc7c763996a3e0c656dbeb8f760f877b7e2a957972786d19724a695790

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:af34ed0bc018b463990fff5f4875fb60f9a8120305fb64bfe30393515cc6d037

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:b6d82cfbdb6b255ce0c6cdb34471369f1e4d74b26d0d028c263d2b809f913ec1

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=sha256:058e6b24d4bca2845b6e38540a88efff297337adf582c0e04a99b8c65e4ba132

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=sha256:6d5474d81c77c373d7ed36ca4ab6b7c611a817957f9a7077f8c5dec46555fe04

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=sha256:936d5a5c90a94d0d8e03b34e5253722c088e587714706dfc8c0089ec0cd1096d

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:ac63a01c628729aa72dfdb49d6737e5d426b95da4d860e4118a8d16ab05bebf4

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=sha256:629ec30a0d24b5fc87285a37d1799e131c062bf585c9731e514401ef601387f4

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=sha256:893d334151431a0d00913223a047a429981fd2f6e7107c9377996165a5d15c15

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=sha256:69c0904d3ba3beb694f479ddc8202d8bd6e8b743168d1cc4a2e2b84b79e16e64

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:d3da9741680bcf9ac5d9fcbc0fb2be33c7a3ae7d5c26f0b1fb26bafd00e4da5f

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=sha256:271e745702a915b80a7db53ae7034bc8311b374f495d8fa4cae07718ab688f5f

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=sha256:6598d015531cd652082154500846f8f1361abd4da93303e0b651d7b81cf87291

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=sha256:1a4bdb53bc3c071849320c72999d5b69a63e9581c79760b2050c4d1aa65af40c

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=sha256:101d063c32ed7ff67e5e0967df01e2e72cdc4c57fa035008d9901f49fb0f1e93

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=sha256:4e834b69875b7a2561d0fe8dacfef88667a121c3e01ff39ceac2dad11aeea3d7

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:d730268c17ce053735568e1fa462005b543cabe970be0d0bf5d6c2d172229ac4

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=sha256:8385ae7cf988047d361b112bf48886c1c5e382351e69dbe8547f6c3fe60bd64f

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=sha256:2b35dbd42b0fe6c4173221c90f3b88d4be5c0f9a9f39ec1fcf63467131a37b4f

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=sha256:6eada6c9d2524d3ff6f15feaa3807db41bb2d8fe1d3d9650d8caee64302def2e

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:aa1146083f0d9d17688f76e69d28f4dc3d1db3b14450189749e52812aff38543

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:f96f31af625d785f9922d6e6b13e0fa53f579c6efbfc42e6dab10e1cfb8cef66

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:caf714228637c8fc46d51bfda3610cb54326cb00afe6d4d707c8b4bdf61c0f07

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=sha256:54d059094da01cdce8cb3153b1fcc555c1bdd5f19c8daf7120ed0bf1113a9dcc

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=sha256:7345897699fe3f5063049b38ab5a9c4369e8b91b5e3de2f3359eccec77543359

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=sha256:55141e7bc49dfdc4c86ba1c0a4b010ae2434764e83bacb6eff79442ecb05f77e

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:bb81301df1362e0427e4d2304e9fd017d92965e10a1ef79871f1a1c5455ce514

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:af29cea36497050f38325778ffdf9fef0c2bdbf7310f174ed324de3d6a78928e

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:c1740dbb4e1b80bf12a78e9066c1a0ff9f03ca5f8a9ec744aafa286d64c8931e

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:f1d4dbad2e77e7afbe76458a13e7c806d1ed945478a0047b77dbbfcebde5bde8

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:bed336fbddbe673faa82b91752cdb07c8a5740ae007cc747fbc6e5cff4c06249

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=sha256:97e3b8c0173e5ff76348a795ea9bb290e6106bf231205a1fa1d64b760956fc51

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=sha256:607832a87ee38e0241b15d82f6a989c341ac4d61a3e87e36dc90b6d259a406f0

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=sha256:789ad60a5ed30283ff9c2daa35b009c818487c7d8c8298e437f0728aa77a2445

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=sha256:43c0250afb9417295d8f8ddeea0c1f13d81b24923d9dad420b54ec340767bae6

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=sha256:9ee129fe1fa0de010cdb7e9ecd24afa9ba0ef5131058f4fe1053e3ef91dc71f2

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:d3a45df6d2e4890bbe90dd9562558b31a7e3e292fba1680713112deeebb0f15e

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:e9b35c05ff9e95d002d464362cbdc855b2f72c352cadc7181b906704a3a7a8dd

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:b284b29a037d3e4e44c95602789675fe42c5b0042165fa35c7777bf1fb0e7645

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=sha256:09dfb57890036ac4dfdcf36bbb4aa3e60d8a09e3d231fb2f6f327a89b875f990

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=sha256:49ccf528fe0b0ab2166965677c838dcec41a45e0cb09b42100495e7ec2b0e960

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:ea63228cfa8ca98c74658e7b9b3abc09cc61b763a2754af4874b836e3625de3c

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:c9f9b20cb4a8857dbf47651d22baf201729c6e3ab0e67308f7968c34a301e87f

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=sha256:7ebe599c95af72ede2fca58a20021d6a90653402cf346baf1f6ad8e0f7428871

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=sha256:75c698065c1fba9d6d6a2f4881fca579b08a9b9129c4a7e20a6d834bc9200414

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:c004e6378dc976fcf62976e7394c49c90efd653b76ea8d5f6e1592409e155189

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:e1539aa48c99c8f2b2862d294d0db0f75260436596d8d8e58f0e6c5ba0cd5eb8

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:c8fe13bac1c69f4e8ffe31f26c25348a35f219bd55847bd22aef7c7c076deb9f

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:be8b6f7531f6f7f250393169325f295874f5b88bfce597145c6209e8b1d39390

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:fa694eb4429b928d9eb5c526d28ccd61eaa37f48e3f19759b6832cee8afed7e2

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:bcebaf8cccf6abf804428156e7e74faa1ccc3b037f3cc5cf9907b65d68f0bad5

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=sha256:0f2351495b76e3b0df22e72eb69f6a59ceb099d22c8a078d356836e911a62dc8

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=sha256:06e77bf9d8e4e1062fcdcf0a3b11c067b99ae20ac4e3c962affef4bf0ded9dab

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:d9910f846089cc7fc4f06dc263ac9debefd1a648043d358cfe600297a241b61d

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:a82ef50376e3f525e068d37a07336b09852b9e0aecb0341e2c6e0f14a67a22fe

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=sha256:48599ed6307aa46d3d4d36fd1f5d0dd32da25ea33ebc2365ff6406229baf7a23

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=sha256:1db2deafe69e039b732fc1e028a4b68a607ee42036da0af4e5b760139726affa

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:d045d0d8cbb5aa3db83d8a569186397cc7b27141c2d14a3cfbc9b8ea8c2bd5a9

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:ea0254c6333e93c06c409d9d595580f76cd808cf425e677477dc48fa720e3bbd

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=sha256:021e4d97742107b8beacb942644b8c878604820f38441c4813b2826c9a2c22f8

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:fc6e28e7f979a4e59f353cca15fd01ff15606444dad694557f75fb91e61283b1

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=sha256:2d163699cce0a08c6ae30ce6d047d29487c1f0679e3c1dffa75dfe823275aa7f

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=sha256:01d0e52c8ecf292f6dfdc4d78e7b5fe68327908ed4cfb39d048838816c37b002

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:a2a05bd8f0e1574ba4de6cf61d35fa56425168c543fe48f66cf810ac264fc7da

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:c1d4c406a757031cde32cc8bc33bab7659657b251af5d004ade6783506fa9a10

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:d92c85d6f97c88acba94af7fd44e24c8dc6ed0fbb8d700eae199b8642478be17

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:b97ff7b64a001dd86e8927c6944b38097542ab0e72efa7fd7cce2a63b353239f

Pith citing papers

No inbound Pith citation observations are available.