Pith. sign in

Paper Citation Record · LEDGER

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

As of 20 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 2026-08-19T06:32:44.657259+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:d35f51b23a92d758b6af3c76256b00529882149e5bdba9b265374d342af73c76

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=sha256:7aba5c12ec5e73cd19547cb3418829ea6bd09bb947f503b0e915f46e54b0d3ad

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=sha256:922c3ddc82bf698bc8548b06fbea9854950354413296e39b6d600004fdabc769

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=sha256:04118fe7a7fd0897c2d0ac2716c60f1379c7377a9631b47a11d5fef22e9b9e12

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=sha256:7691520677f65ae22528c8e57fc7dd90e9c616e35b7cad7a5c30ac1494767581

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:da4ab6f3fd562481afd8d5a51dff33e5dcab7de06445302ebe06701883287953

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=sha256:46d0404cae546748dde7242ad9aa1247c42dd6fc559b91a540b1db47eed69f34

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=sha256:909e5341637007301b9df6b757de47383e4bd9a67034e25cd98176a39a73555f

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:b57da800807c65f22a7dd8c4282afeab43bf5b2ad85838cd44fa987a8caa1262

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:fa803f17184f712a70b7479d3d8a155df55c354586ba638244d91c1ad3c37855

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=sha256:3cc8d2c5ae8b53f2c308b1f3f651d11de7e053cc95cdabe50859274b4ad30d37

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=sha256:578723247524d459ea2902f84a7561be1837e6157243379674cabd1fc14eb3f2

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=sha256:8f3e714147d09c54edc4106a747a519f604039aeb5b3464492e5d38a5dbe7d26

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=sha256:1d74575ace55f4d6cf9670aee8e310e79e8c2673f038a05a6345b9d7b9ab2cb5

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:e1b3c17872b34ffa62639b936b2419aebd806c85eccca9d331fa2b969fb46956

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=sha256:0b214f6325815b55780fbd939bec8a55a2b806ad961d690b8210c2d49772092d

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=sha256:119df70d46e54e9e394955ead01bc5267706a832a19b5d0c636d9d771373bc84

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=sha256:1940de7e8f18b5aa569e2b7552f326a987414b1d038b73b945ad7a0653c5be90

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=sha256:05e372533deb889c97c46062f3e7c179174ab8be03aa90c8858ef1803a45184c

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=sha256:14c45f581740a8981abfb89cca74c87fc0bdd9686cfe52baaaf9766c1e0f8fe8

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=sha256:064d4ea3bcc193888b526e2f339c7361a2885d78e4243c37010b1a0c894ee1a5

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:e5e67e95902d8f68b81c0ca643c41af212479d648441a3ab8f9f030f0653a42b

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:effc7c7475b9142d689e5bacee0e9a9db503c40523b64d576868efbcef0b346b

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=sha256:71735e725b45b184cbc5393086c395ddadaf4bf805ea062d915c85b83f331bef

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=sha256:6a8b942d3b649d24d905fc3efb4697085375d2fe3b2b8adb6a14db473df02745

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:d50046ed773e4df3b971153a849a3ff2e10c77c1c31862f86593049f21251d5a

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=sha256:1f564ab154a74234895d2de2bc069a708649c51674758d832ffe35a35ec074b3

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=sha256:7deb7aff52eef694bdb989367df82e3e9a3f7ea1d4135f4c38a1dc47c44602c1

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:faeec2105cfd812c9c95e97885495c1fd0a288ff3569dcd33d934305b4db3642

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=sha256:355c1a6cd995eeb022b0798187a4f8ca8d3eb712ba6d1ff1953b57ab4d4fc303

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=sha256:22e1f37a522a6ded58bb6ee7deae5e75b3d73163dd479c9edf3be6a1ce5574b8

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=sha256:6f193a9c31af6afbc22d035973fc5ce7ecadf17101252146ae0e8fd7157bb6e7

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=sha256:355c416ebad869de2c61139cdea926344b17d1a33b3405e5485f05766bbfb8b6

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=sha256:007c216a5af31870b866540372951ff9676a1147199cd778e95711a754853ca9

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=sha256:27a6e3584ec31ca06b95b83a2afeb131cfac8f25ea18a09dc0a91892dbda6634

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:ffc4d3f92cb4ee0b3f03263f1b4b10f91237ee2ac74f94f8be987e1eb0644de8

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.348837Z digest=sha256:be2e58f5c14b24cd40f2e29943cbb1bf1ae9e5cd9826db66fb143a88edac0e73

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:c1f1006bd3e708793db655f53c8becb7588e27e800a4650b797a48206c1b5081

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=sha256:0392f5d5eaf64a2d7528dba126e6ab1e7148855f7f158efae3491c2792f06f48

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.356911Z digest=sha256:ced0bc4b10fa55389b941e39e689ca439d7315d6091d17f60b1977a162fa0c77

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:f299bccf4feb7d0ea41d87bb6f88a02a41cc9625c5559d3b1519aefabeb1df7e

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:d6c6ca59397dcdcf9b943cdf16b7ec8134e4e5345072bc33af37940b6bfae1d5

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:f268b5ff1d237d3edd2170a63cd77bec2448ab01c73430fb2f4f87b14cd16f51

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=sha256:6282324d4e6e4595a170b07ae579a19fa932ac14b461a68735a8d47f687772b5

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=sha256:10debe723accb72e5040cdc004b7bddd27173d3ade330875ce6333719555c81b

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=sha256:76a7780f16af31cb26201aea4ddb9539402ae68db06f6d52a2db3bbbddd2430f

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=sha256:7c08142e62578f05416bc13d9896d3ee7608425a034d1e36ae850bbec6c890a6

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.379803Z digest=sha256:2ef2f6dd4a2b07364fd9cfa3b1038224aa2f3f6792fc23606a86123fbf46d626

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.382723Z digest=sha256:d71be265b8ea0cf0cf8a911e39e53f17d7ca62889a1d9bee80162d5db519b438

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.385020Z digest=sha256:b8c59869d250002fa131b7dc7ef50632dab315c741e5196e6db267165343d5ef

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:c59260f934d8cf8224dc470f9fb32fd917231d924a77ce29586172d531ec65a5

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.392214Z digest=sha256:24ad6248a86e2d2231e13f09205500d1bbef06602173edcd3b3d0dfce95d2f4f

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:b052b807e31691c95afe789d286496a2f8c2808a2410c0a7acf7f54664b04d9c

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:a6d2e68925aaf0d5b857f027b43657610750381a2c670d9503833bf8fbbb80da

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=sha256:5df20da46c99ecc7363396d05100cfa95ec0ee8267c4253f18014662a2612216

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.402957Z digest=sha256:e057c7a0a414cbe3f06db43bed3597d77c4477a3b93e268c860beefd9f3ad45c

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.405220Z digest=sha256:fa1e493a385b17d2c0121af780c1f1a43d1309fda6271bf1db09c4e73e0d9e1a

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.407766Z digest=sha256:2aad88e94cb7d10828319703c4c71f4bb3e75ca0cb947630bd23561cce376359

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:af380d4263921fe7f8db0c7604aa64d522d5981f62892cf691f80f4307e37769

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=sha256:6126f645a167a69aa0f6af6fde23c06898c7ac6586f76fb62b38cdd1d8cf92bf

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.417531Z digest=sha256:f65beb5cb2aed20b9fdf51aeb04729a446e36fe4098e87d7301ff1b8551dc5bd

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.420613Z digest=sha256:26d20bd1f3b7cba7c7b2f209a3f815ba2f353d9afaca7de93f506cbbdcc36e69

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=sha256:431a09cf43dbd3a1117bfc3d2ac16c01644e1c19dcacca7522bd13354ffeddbb

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=sha256:92bb480fc184073fcb43d4eb215e332f89d97664a102a241258d22459ede4aaa

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=sha256:79a53845718ffa63c60ea19c902eb9b57dc076920eb3e910b45b78ca48dbae5d

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:ae3f9ebb38c2404ca7df246883078d95f5f17e94c72118d966edccad262173ba

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=sha256:821b3aa03b598da61faf9a6b9fe88663bfc3e203fde5f8264c9690041552252c

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:d9b4aa97e6b922b1be0ac4a78a6de7f164ef3c94d610fd98f5ddcee4c5ba8bbe

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:bd7252c227317cf3cb1d2d20ce1397627f31b1756e3c6d7c3c474c913c635d71

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=sha256:252e85f02a56982fe7b0121b7abb3128386489d1aee05c3b1ea9e231aba9214a

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.445397Z digest=sha256:5160e4ec76620dcdb34cad84f7c9b46ea62a517291d0cc3bbdd6dd9c1d769ed5

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.448793Z digest=sha256:6bcdc1b12b0232e9919076d2da3272dd7295422f2d54b4e3a94375ae12af1a0b

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=sha256:0fcf0058a5822e9ea97b2f32f2f2cb057e7d68d6b2960dcf0706c9f1fbe800b2

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=sha256:3162e53f3d41375681a3bc0619295f3004ebd351baeeba8151e8bbcd7322485f

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=sha256:02b41036321e0cfee7740dc64396070dbca3c5ecc5ebbb11e98baee9c971f093

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:d5b43c38001206ac3e716cc67a28753f91c799a6481171f98bbfa7e35b14c2d1

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:f186b48813945710d1bd25553245512a2be6b3f078c4d21bf2b73f20a51c2d6c

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=sha256:1dfad1df99ece649738ff5625b11fca08baffe095cb92094c4b2ca52ee22af30

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=sha256:2ac6c170193df91d78ca4f1cac07a01cd1e0d9a436848e092e76c5f81f8b95c7

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:d8f297a0db9e912d0c7efd135d7b506dd240244d355860aa7b10d98c7d181ecb

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:f8a7add613831b166df7b3a24457d3fd294d99473c7e352c1bde49dc22d04654

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=sha256:9a24297070cc5f97cda9e28efa3a24cb7e3c9919e2de8416da51fb9fabc1ec3c

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=sha256:82d559a654876111c3db85b953fcf62a5eec0258dba388f3cbc85de5f4193226

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.486288Z digest=sha256:77d25af5fa162f5c4511bf4706f2f2e8d026dc07482e5a6ee650b32ec69f4431

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.489589Z digest=sha256:21e5cee81bdc694a88c2341284769e4302ceb9449dd78e06ea80c98a46320ad4

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.493015Z digest=sha256:3011043c6b5af5a408f6bd4c7d3629fe4e8262d442fadf4dfe750788fc848f51

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.496009Z digest=sha256:f9f4aa245b1374c735f370fbb5eae6a775a87c93a03c6577a6bafef23f69d92a

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.499035Z digest=sha256:e2da4e9b60b4af7b94a02d31e3809e00008a80ef893c7acc394476bbeaacefe1

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=sha256:53767a9ab3a264c04e2ce733691d6fc53862f0435b368236b4f0b2f9c568b40d

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.505131Z digest=sha256:673ab547fea57d8c59947abe97e754a89c229893e5f8f9921d77004e16fab3e6

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=sha256:412e217da5e111773d6c2cd45d3c1e86d531cf68708d5af9e6863a98d09c3cc0

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.512355Z digest=sha256:a9f4f17a944b2e532cada40c5b7538df3869e05c4adbb79096b5d3c7517fb806

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=sha256:3abc393866b3d155c1cce42aea111511e477356a27ae3c53243c3c41d8e77210

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.518518Z digest=sha256:c08e9643c3a0a148d9e59c0da2a5e87e8509aaf3301f8071de383afffa0cf940

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.521705Z digest=sha256:a1c29a65a6a2dfcf319d3d1874c080bbe7df987b8ebd0482b326616c9e4754e8

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.524921Z digest=sha256:a1582dea3f54d75a125765e9bbf424f10e58eab05a01dd5bd3e38847628e24a8

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:a52c0b42bf8bb10ff4f86337bc47072e0d57d7ed47c7e63578d18c35784b4551

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=sha256:5724ce3e589f05ee7754ec30cf60d43fc423a7769406e283cc5ebaf0a426ce93

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:ed1bfcfd3c631989b3e2fe5d4bc9346a43f354634c774e7be1d5702a90bc8a54

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 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T14:25:46.537034Z digest=sha256:9f953477743583a8f31015cfd12e18272364ecea37d8547d86140183ac136f76

Pith citing papers

No inbound Pith citation observations are available.