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Paper Citation Record · LEDGER

How Benchmarks Mis-Score Computer-Use Agents

As of 15 August 2026, this Paper Citation Record lists 100 of 135 outbound references and 0 inbound Pith citation observations for arXiv:2607.28367.

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

pith.paper-citation-record.v1
2607.28367 v1

Coverage vector

measured 100 of 135 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T09:36:47.034748Z

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 135 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58ff823a-d269-4fb9-b991-bccb7e638cd1 · outbound

This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V

Reference 1

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source=arxiv_source observed=2026-07-31T09:36:41.995156Z digest=sha256:063d4459feb458149ed87ff12b385c29a6148ee8e7646d43b5a2268d7324f3f9

Observation 968f946b-0b8f-48a8-a7e8-0774145fb86d · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

How Benchmarks Mis-Score Computer-Use Agents The Twelfth International Conference on Learning Representations , year=

Reference 2

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source=arxiv_source observed=2026-07-31T09:36:42.095274Z digest=sha256:546a4b2c8b9be0e87f3e9f75dced5a0d14afdb977160fc5db9b1c5b4c73b6c18

Observation c0c4f7fc-721a-49df-864d-266a917d7119 · outbound

This paper cites 2024 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2024 , note =

Reference 3

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source=arxiv_source observed=2026-07-31T09:36:42.174867Z digest=sha256:2c8a2455c4c7953a27d3b1c67d85052d08ef7b99e14d569ee47933327e5a0b1b

Observation 810ff0a3-7c31-4b01-9c32-acd6b6caba41 · outbound

This paper cites and Yang, John and Wettig, Alexander and Yao, Shunyu and Pei, Kexin and Press, Ofir and Narasimhan, Karthik , booktitle =.

How Benchmarks Mis-Score Computer-Use Agents and Yang, John and Wettig, Alexander and Yao, Shunyu and Pei, Kexin and Press, Ofir and Narasimhan, Karthik , booktitle =

Reference 4

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source=arxiv_source observed=2026-07-31T09:36:42.324750Z digest=sha256:566dae5e11690c0fb0c704faef8313288476a9e7cc2e7f749eea4a9651eede27

Observation 49687068-bf39-46a4-878c-3ba307e21c1f · outbound

This paper cites 2024 , author =.

How Benchmarks Mis-Score Computer-Use Agents 2024 , author =

Reference 5

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source=arxiv_source observed=2026-07-31T09:36:42.474816Z digest=sha256:17cd9fd34ce18bf64ee7c9999d1b59412ba8a3a3fa1ce2cd5a44fccf6ac4d215

Observation 0e737ca2-a2a4-4d12-9a34-3ea9a08ebef6 · outbound

This paper cites arXiv preprint arXiv:2506.12286 , year=.

How Benchmarks Mis-Score Computer-Use Agents arXiv preprint arXiv:2506.12286 , year=

Reference 6

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source=arxiv_source observed=2026-07-31T09:36:42.574751Z digest=sha256:1a2d4ffc88b02e38c16bb8da91b27bfa565c61d763a776a51f4f7eab3e11bc6f

Observation 1fd492db-df4a-46ac-8279-96b5389caa33 · outbound

This paper cites CoRR , year=.

How Benchmarks Mis-Score Computer-Use Agents CoRR , year=

Reference 7

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source=arxiv_source observed=2026-07-31T09:36:42.652305Z digest=sha256:2cb2c8a0628a219ab2f86b3ba83bf4cfd24a926e1d569926de8a24022c0e7e06

Observation 0803f7ff-2a2c-40da-beff-7aa357dc0ccd · outbound

This paper cites Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study.

How Benchmarks Mis-Score Computer-Use Agents Are "Solved Issues" in SWE-bench Really Solved Correctly? An Empirical Study

Reference 8

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source=arxiv_source observed=2026-07-31T09:36:42.713914Z digest=sha256:99aabab7cf0460ac884e29c7e6e1cad28f85a8b278f034cab096025878637120

Observation 726da009-5c91-4c80-a2b8-32abaed54b08 · outbound

This paper cites Proceedings of the 40th international conference on software engineering , pages=.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 40th international conference on software engineering , pages=

Reference 9

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source=arxiv_source observed=2026-07-31T09:36:42.779520Z digest=sha256:22e5d7335f890b1cc6d305c0e432e46112fcce0ba88c4cd36475a5d882fda0b4

Observation 9aec46f0-435b-49e8-84a3-6ada4f6e3547 · outbound

This paper cites Proceedings of the 2017 11th joint meeting on foundations of software engineering , pages=.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 2017 11th joint meeting on foundations of software engineering , pages=

Reference 10

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source=arxiv_source observed=2026-07-31T09:36:42.879948Z digest=sha256:98be2395abacef1e22a20375b94349854bbd51b82ceacf38cc4225cc85d55928

Observation 93423b79-69ef-4e38-9a13-10a3e9199846 · outbound

This paper cites Workshop on Scaling Environments for Agents , year=.

How Benchmarks Mis-Score Computer-Use Agents Workshop on Scaling Environments for Agents , year=

Reference 12

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source=arxiv_source observed=2026-07-31T09:36:43.039475Z digest=sha256:9ceae5f4a5b89686d32ab95bb99d85b95d83236e9fe48ee84a97fe8ecd4679b1

Observation 04513d70-bff0-46c1-bdc9-7558d724852d · outbound

This paper cites 2024 , eprint=.

How Benchmarks Mis-Score Computer-Use Agents 2024 , eprint=

Reference 13

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source=arxiv_source observed=2026-07-31T09:36:43.119994Z digest=sha256:595846645ed3628db08c0f73b5d37ab80ff2c29845936317d3bb834ee25bdf95

Observation 96a8ceab-1e76-4f5e-92d9-624f401d4395 · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

How Benchmarks Mis-Score Computer-Use Agents WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 14

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source=arxiv_source observed=2026-07-31T09:36:43.221467Z digest=sha256:9c3b23b763c9ed9b392f7652eb192564bf5870c110b29bac2757872afa97cadd

Observation f8ab0eb0-4454-4eea-9920-302beb6e4eff · outbound

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

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems , volume=

Reference 15

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source=arxiv_source observed=2026-07-31T09:36:43.284784Z digest=sha256:db8b41c6641867b1ec95ddab29a54270c339fc170695967ce87deb881bef5de2

Observation 84ee0270-a999-4018-8dc2-a51bdcca7083 · outbound

This paper cites 2025 , month = jan, key =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = jan, key =

Reference 16

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source=arxiv_source observed=2026-07-31T09:36:43.384742Z digest=sha256:d907695ddd1780fece03352f8044eadffe46c241d60c0aeeb68840c48c45b655

Observation 4f17dd3b-ecca-4098-9098-74862ee57614 · outbound

This paper cites Introducing.

How Benchmarks Mis-Score Computer-Use Agents Introducing

Reference 17

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source=arxiv_source observed=2026-07-31T09:36:43.444906Z digest=sha256:6d597797aaf83d9f555ba1ad9e2fe287ea1a0bffda3963b7c8beffc1e4924026

Observation 0cfec605-5b66-40c0-9145-915997bbc1b1 · outbound

This paper cites Search-Time Data Contamination.

How Benchmarks Mis-Score Computer-Use Agents Search-Time Data Contamination

Reference 18

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source=arxiv_source observed=2026-07-31T09:36:43.544743Z digest=sha256:67dd9135af2533f61235fd77647ec5fc76eda8a22c140c566b8e598c1dca3ff6

Observation b2537943-a70e-49f3-bcb4-39c0635a3384 · outbound

This paper cites Agent-as-a-Judge: Evaluate Agents with Agents.

How Benchmarks Mis-Score Computer-Use Agents Agent-as-a-Judge: Evaluate Agents with Agents

Reference 19

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source=arxiv_source observed=2026-07-31T09:36:43.596892Z digest=sha256:e344c6936b08dc43060440fe058f8f3968121f116d57e22a739d1c581166e6bf

Observation 780a719d-5e22-46a5-aab6-adcf0a68e05d · outbound

This paper cites arXiv preprint arXiv:2504.08942 , year=.

How Benchmarks Mis-Score Computer-Use Agents arXiv preprint arXiv:2504.08942 , year=

Reference 20

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source=arxiv_source observed=2026-07-31T09:36:43.642005Z digest=sha256:7c1c90c3b11a77de356645bce04d644b3b33ab4c692e211c5b42572323727646

Observation 1de7cb66-fa4b-48d4-9abb-d7dee323492e · outbound

This paper cites arXiv preprint arXiv:2510.00415 , year=.

How Benchmarks Mis-Score Computer-Use Agents arXiv preprint arXiv:2510.00415 , year=

Reference 21

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source=arxiv_source observed=2026-07-31T09:36:43.694740Z digest=sha256:d744aa2d0799eadc7aa1e75ad1dfc29be9a538620aca214e565defbf762d931d

Observation 216ab719-417d-4ba1-82b9-3c3a4ce03e99 · outbound

This paper cites arXiv preprint arXiv:2509.23586 , year=.

How Benchmarks Mis-Score Computer-Use Agents arXiv preprint arXiv:2509.23586 , year=

Reference 22

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source=arxiv_source observed=2026-07-31T09:36:43.734819Z digest=sha256:bdddd60e6d87b85175e51c2e897a2c502134c70f986b0dcc099fdbc0b01beb6c

Observation 0259c2f7-a421-450e-98cb-ff89fe05e2d6 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-07-31T09:36:43.774831Z digest=sha256:d0684b5c0ca7c36f6d92cf433b45891013b268b4d8db527de72eb9d24acd7b75

Observation 06b0426c-f018-45aa-ac6d-7537ad121c6b · outbound

This paper cites R-Judge: Benchmarking Safety Risk Awareness for LLM Agents.

How Benchmarks Mis-Score Computer-Use Agents R-Judge: Benchmarking Safety Risk Awareness for LLM Agents

Reference 24

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source=arxiv_source observed=2026-07-31T09:36:43.813643Z digest=sha256:a9ab5940b5fadbeed65709ac7cbb28f817b9e937e418850430d11c2821002f3e

Observation 6f81a3c7-0104-4bae-b8a4-b1c8a14c7a3a · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

How Benchmarks Mis-Score Computer-Use Agents Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 25

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source=arxiv_source observed=2026-07-31T09:36:43.854931Z digest=sha256:9635c087eea088554ba36c0f349100161f4b2e7444a17931bba8f8bedf4a30a7

Observation 4f46e39a-fd41-47c1-a550-d6a528d26780 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 26

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source=arxiv_source observed=2026-07-31T09:36:43.894892Z digest=sha256:fc50074ab005a88b55a2f6053639a637b4db26a13542310b42699c3a6a6d80ce

Observation 493fa353-4c50-4e4d-a85f-470997546d08 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-07-31T09:36:43.946363Z digest=sha256:4faa75c8f0ee8647002c83346c5617c8043994a9565a73a54499d917485dd620

Observation 186524e5-040e-4095-952a-4655fc1f27f4 · outbound

This paper cites ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=.

How Benchmarks Mis-Score Computer-Use Agents ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=

Reference 28

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source=arxiv_source observed=2026-07-31T09:36:43.994740Z digest=sha256:fed613393fa155e29c20e110879d154afa371f0db1e782d52adb61955293b1f1

Observation eaffe1ba-5cf1-4c9c-b97f-c087cfd1b6e6 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 29

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source=arxiv_source observed=2026-07-31T09:36:44.044744Z digest=sha256:74c90fae7b7b99d4390b656552a32669cf7e9f94516bcd4696cfb73498411ca9

Observation 8c17f2fa-8f5c-4b09-a4aa-1eb68830e0dd · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 30

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no resolver link, observed 2026-07-31T09:36:44.094742Z

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source=arxiv_source observed=2026-07-31T09:36:44.094742Z digest=sha256:96bbbb7887f88a5fedae3546e1aa3b7f6a1f07de09181fa348fba5cfcb24a6a7

Observation d9e8a17e-98bf-450e-8923-a2f2d7a69c06 · outbound

This paper cites Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST) , year =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST) , year =

Reference 31

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source=arxiv_source observed=2026-07-31T09:36:44.136317Z digest=sha256:5b9018a499780ea405c55379bdeaacbf9bad443809866b4353c9f5f05b8d70a9

Observation 6626ce69-8ce7-42fb-8ca7-f3545e69c15e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 32

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source=arxiv_source observed=2026-07-31T09:36:44.184909Z digest=sha256:73ed863cff4e525e091e9d07d9cdea3478af0d037a0bb20aa639cf992368ac43

Observation 1f42c621-4706-4366-95f6-4d2e8ccf26ca · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =

Reference 33

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source=arxiv_source observed=2026-07-31T09:36:44.229827Z digest=sha256:244844a94cf7b04b0c1904e20c179f26baae464f77748727fddfa4831a167a23

Observation ee074c0a-8033-4efb-a22f-58f84bd61ab6 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 34

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source=arxiv_source observed=2026-07-31T09:36:44.264808Z digest=sha256:1e09f4c1fe3137f24ad977c9cfd3904313dcc1bfe7cf9926d98912bc51e623c1

Observation 4d31baaa-8ac2-419f-a511-7699cf12f504 · outbound

This paper cites Holistic Agent Leaderboard: The Missing Infrastructure for.

How Benchmarks Mis-Score Computer-Use Agents Holistic Agent Leaderboard: The Missing Infrastructure for

Reference 35

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source=arxiv_source observed=2026-07-31T09:36:44.300599Z digest=sha256:79c338ff8389d0d0b90a2cc77c1e52dab85bf7cad199ee849805d33bb9004044

Observation cb3da090-c22c-4126-9941-58c69c6ae4c1 · outbound

This paper cites 2025 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , note =

Reference 36

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source=arxiv_source observed=2026-07-31T09:36:44.324733Z digest=sha256:7a32590cd8da12b4750f40c354e9b0a3684670cdbd2874ffffbc796df6318558

Observation 95af08c7-fb50-4072-a0aa-ef14aa503edd · outbound

This paper cites MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive, and.

How Benchmarks Mis-Score Computer-Use Agents MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive, and

Reference 37

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source=arxiv_source observed=2026-07-31T09:36:44.365426Z digest=sha256:323637462c3ebae76f6668b8f42f6a44d05328b4c7f957fddc452c2fb90e7b71

Observation f9e5093e-c6d5-4094-ad73-667fb2ff102e · outbound

This paper cites 2024 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2024 , note =

Reference 38

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no resolver link, observed 2026-07-31T09:36:44.416551Z

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source=arxiv_source observed=2026-07-31T09:36:44.416551Z digest=sha256:80e609b05d740b6c6f67dbc04ffcf2fb2cc73f807caf2e2b622446d0d7dcaeea

Observation 8f2cda92-10e2-4733-a582-0df1b94c87e6 · outbound

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

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems , volume=

Reference 39

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source=arxiv_source observed=2026-07-31T09:36:44.449439Z digest=sha256:ab25308560ae5d8846770a5e2afb5fe476b357f250a21c8c24e0ad9ae93fee5e

Observation 1ecfdbc6-f1f9-46e7-bc70-2d47d86dbbb3 · outbound

This paper cites Mobile-Env: Building qualified evaluation benchmarks for.

How Benchmarks Mis-Score Computer-Use Agents Mobile-Env: Building qualified evaluation benchmarks for

Reference 40

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.491305Z digest=sha256:225121309a38473384e79cd9a0f6f2532c761877d32cbcb9fe81d8e33c5d7447

Observation 70af05ad-7722-40e9-8dd4-2c3da09bd96f · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents International Conference on Learning Representations (ICLR) , year =

Reference 41

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source=arxiv_source observed=2026-07-31T09:36:44.534901Z digest=sha256:cd03bab53dd2e2b2fc0ec8bfe7f9212be9cbfaa54c93ebff9d212fad9b4a76ee

Observation b3df0f41-76ed-4329-a7cc-4f531fccc61d · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents International Conference on Learning Representations (ICLR) , year =

Reference 42

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no resolver link, observed 2026-07-31T09:36:44.554860Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.554860Z digest=sha256:0b5ffed4317d93eb280fdcb855d4691240b48f234b9cc1919541d2fedbafb649

Observation 50c30f40-0f11-499d-8d11-28df22f31670 · outbound

This paper cites Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =

Reference 43

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no resolver link, observed 2026-07-31T09:36:44.604740Z

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source=arxiv_source observed=2026-07-31T09:36:44.604740Z digest=sha256:89d08bb8fa3c53cc824670c83e959e322be682e8d05e63d73ccdd4c3a29ae9d7

Observation 58d753c6-85c0-4915-8a50-c9a3d970433b · outbound

This paper cites ACM transactions on intelligent systems and technology , volume=.

How Benchmarks Mis-Score Computer-Use Agents ACM transactions on intelligent systems and technology , volume=

Reference 44

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no resolver link, observed 2026-07-31T09:36:44.654740Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.654740Z digest=sha256:f75bae3e4e5b2b99033082a72d2de351290bab59fa3827df43c3a28896fb63f3

Observation 7807a606-bfb1-4a18-938c-d9dde4d26110 · outbound

This paper cites and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E.

How Benchmarks Mis-Score Computer-Use Agents and Zhang, Tianjun and Wang, Xin and Gonzalez, Joseph E

Reference 45

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no resolver link, observed 2026-07-31T09:36:44.700499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.700499Z digest=sha256:acbd8bcfd1fd0cf981eccb82de6b1e017252a6e1f04e68a0d890350a3cb69b88

Observation a0f46036-dc84-49a3-af2f-f8f85380b67a · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 46

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no resolver link, observed 2026-07-31T09:36:44.744739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.744739Z digest=sha256:743698ed751368690df3b92fb667df218d553a67369b6210f5a723e24d97ecd6

Observation 316c1a74-886e-436f-998e-9e92885da311 · outbound

This paper cites Evaluating.

How Benchmarks Mis-Score Computer-Use Agents Evaluating

Reference 47

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no resolver link, observed 2026-07-31T09:36:44.794739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.794739Z digest=sha256:581724c42f5332d19885a9f95d9f6b40149b453081fe610d37ad84f1a9870ecf

Observation 45e1d419-fff5-4dea-af10-d80931368e3c · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 48

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no resolver link, observed 2026-07-31T09:36:44.844741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.844741Z digest=sha256:e4e2f07b25e8353fe401c9cb1d71ab1b130507105f2bcd7f98edccfd4c1c94b3

Observation 38508084-0de7-4efd-96e1-a91cf7af6330 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 49

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no resolver link, observed 2026-07-31T09:36:44.884742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.884742Z digest=sha256:cef2e48439220e369008dd2e1fa5f828b815d90d75d63655fcd47104316b88c7

Observation cd058e47-ef1c-4161-8660-af785247eefd · outbound

This paper cites Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World.

How Benchmarks Mis-Score Computer-Use Agents Evaluating Software Development Agents: Patch Patterns, Code Quality, and Issue Complexity in Real-World

Reference 50

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no resolver link, observed 2026-07-31T09:36:44.924740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.924740Z digest=sha256:c49f5047ffd67752b4ecd8582a8f93e8acd9c71dcc15755d1acddb23dcb27c11

Observation 33c06dd9-9f8b-4261-8df3-0eee031de2b6 · outbound

This paper cites Proceedings of the International Symposium on Software Testing and Analysis (ISSTA) , year =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the International Symposium on Software Testing and Analysis (ISSTA) , year =

Reference 51

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no resolver link, observed 2026-07-31T09:36:44.967444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:44.967444Z digest=sha256:bf63abfc480c7607a2cf31f2c738d1922b4c7309cf3dd032e1aac28af551c1b3

Observation 83da1620-d4e4-48c9-924f-f9783d369923 · outbound

This paper cites 2020 , pages =.

How Benchmarks Mis-Score Computer-Use Agents 2020 , pages =

Reference 52

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no resolver link, observed 2026-07-31T09:36:45.007016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.007016Z digest=sha256:3462b483c0acfe08fe9e058f4f9b479f04ba17bd6e7d9cc36f5b3b866c65231d

Observation 229749bb-4916-4672-a517-eed6dfc5a8ca · outbound

This paper cites and Wettig, Alexander and Lieret, Kilian and Yao, Shunyu and Narasimhan, Karthik R.

How Benchmarks Mis-Score Computer-Use Agents and Wettig, Alexander and Lieret, Kilian and Yao, Shunyu and Narasimhan, Karthik R

Reference 53

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no resolver link, observed 2026-07-31T09:36:45.044852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.044852Z digest=sha256:c61c5708c13fa0cf49f89d63febe7718cb0baab5f138f0dafd1b23e74dbce445

Observation 2f04e328-4cb0-473f-a947-739ff04a4930 · outbound

This paper cites Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) , pages =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) , pages =

Reference 54

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no resolver link, observed 2026-07-31T09:36:45.072607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.072607Z digest=sha256:814eb2b970a6140caa2754da585c6c9020bbcb1fb169c14f0d5bc591988c0827

Observation 58c33dfc-a531-4193-a0d2-375d3e596a84 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 55

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no resolver link, observed 2026-07-31T09:36:45.115029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.115029Z digest=sha256:816a0691ff3ced7d5f59746c4197bca523fa2a28311814d286b0cce3364a6fa2

Observation 75e658e6-bac3-4548-a43a-d939e6e33c0f · outbound

This paper cites and Zhang, Alex L.

How Benchmarks Mis-Score Computer-Use Agents and Zhang, Alex L

Reference 56

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no resolver link, observed 2026-07-31T09:36:45.154809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.154809Z digest=sha256:eb60c2ce661a51cdbdd61be563f19c1dd3c401ece0f4c8970656cb366789a185

Observation 340ffcaf-2b99-4b2e-b250-10672c980538 · outbound

This paper cites 2025 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , note =

Reference 57

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no resolver link, observed 2026-07-31T09:36:45.194864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.194864Z digest=sha256:b504697862b83eb71246462c19a71021f82081c975d48b14af1dde33eb1e95fa

Observation 547bfe1b-05ce-45d4-a5a0-24d227025b99 · outbound

This paper cites 2025 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , note =

Reference 58

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no resolver link, observed 2026-07-31T09:36:45.234813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.234813Z digest=sha256:72099f1840353781c991c8bf314d96da0c039290a8f4735b5ad17920e3ddf593

Observation 0a6dc306-7bb3-48c3-b590-693c8ab0204d · outbound

This paper cites 2024 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2024 , note =

Reference 59

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no resolver link, observed 2026-07-31T09:36:45.274823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.274823Z digest=sha256:5e98b4aa10286913bbf60f84c7c3a7db72dbbc8a6a9b67905a9c87208fe6cf99

Observation a140e326-6a4d-479c-b9d8-ad27b4f55ee1 · outbound

This paper cites and Zhang, Alex L.

How Benchmarks Mis-Score Computer-Use Agents and Zhang, Alex L

Reference 60

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no resolver link, observed 2026-07-31T09:36:45.291112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.291112Z digest=sha256:69ca11c05f06e5eeec9a0f23192827b1bd2d44c4103d75bb3c65c37e2d33c677

Observation 83f8fde4-9804-476f-b346-43c4748db24f · outbound

This paper cites Evaluating Large Language Models Trained on Code.

How Benchmarks Mis-Score Computer-Use Agents Evaluating Large Language Models Trained on Code

Reference 61

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no resolver link, observed 2026-07-31T09:36:45.331327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.331327Z digest=sha256:36e06d3cc7a4ecd5bfa24d7f44c5c3bd3b8a785a3bf53e17173fedad9ab70cdd

Observation 7bd54ae0-43a0-4dd1-9800-10ea31b5ef4b · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 62

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no resolver link, observed 2026-07-31T09:36:45.365097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.365097Z digest=sha256:2edcc43776b9c2b718e5010a7f9243518788adb348156b7292da081d735ba67b

Observation 55a755e0-6744-4c63-84ee-bc46f95fb980 · outbound

This paper cites Measuring Coding Challenge Competence With.

How Benchmarks Mis-Score Computer-Use Agents Measuring Coding Challenge Competence With

Reference 63

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no resolver link, observed 2026-07-31T09:36:45.407081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.407081Z digest=sha256:ce3bff125611a63d1a244345be6b575f0fc3e18885c9d19b717d8902c23f3e95

Observation a813ff9d-758d-431a-934d-38f81fe4b748 · outbound

This paper cites Program Synthesis with Large Language Models.

How Benchmarks Mis-Score Computer-Use Agents Program Synthesis with Large Language Models

Reference 64

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no resolver link, observed 2026-07-31T09:36:45.444743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.444743Z digest=sha256:9ffa235b70c9c6313f9b8e9bdbc328654b8994ea8f75d9f306f77e0ebe78754c

Observation 46458cdb-ca6e-4a67-94df-0a0a8a947e99 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 65

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no resolver link, observed 2026-07-31T09:36:45.494750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.494750Z digest=sha256:7b1870fc74a1388f6a7e757a6840d34020579c728697dfb2f9f4a1786e8277ca

Observation 795c8a79-0a7e-48be-9bd7-3666b3e9aabf · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 66

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no resolver link, observed 2026-07-31T09:36:45.546294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.546294Z digest=sha256:6d0746e00ba1e6765ee066396956e210a479e04aabadb01d120d761e2cd26a13

Observation 5d8d16dd-e4dc-458d-b2be-241e414373ba · outbound

This paper cites 2024 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2024 , note =

Reference 67

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no resolver link, observed 2026-07-31T09:36:45.574739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.574739Z digest=sha256:8b5e49f6b189fdbd9a9f1ae142c9629a81a25102fa062a03c13524a186761db4

Observation 95f05a34-5925-41ef-83d4-22f8e83cb233 · outbound

This paper cites 2025 , key =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , key =

Reference 68

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no resolver link, observed 2026-07-31T09:36:45.625128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.625128Z digest=sha256:21fda67b8e0fce7ac6259d4629b21c4389ee8025602879ce81d41e8d135c20fe

Observation ecd0238e-fc52-4143-8ccc-64cf4563be17 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 69

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no resolver link, observed 2026-07-31T09:36:45.675108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.675108Z digest=sha256:3ff47cb2c0c1a448df6d40650d93f2e797f844a6ec3a570e78487bbaab6e30e5

Observation 372743c4-cdf3-410e-9c66-916a43851898 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 70

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no resolver link, observed 2026-07-31T09:36:45.724806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.724806Z digest=sha256:0ac59e847a4ae954f1195c18ac42a02c4d472b535df9db814451486c732039f6

Observation 29eba981-7478-4b40-b0de-82c38e304f3c · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 71

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no resolver link, observed 2026-07-31T09:36:45.766142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.766142Z digest=sha256:ce59f9818ed4426e54973d8803b9d6dc8a3db3118e05621125712522b73ab180

Observation 079c8cad-84fa-4f51-8e7e-5639aeb29d0f · outbound

This paper cites and others , booktitle =.

How Benchmarks Mis-Score Computer-Use Agents and others , booktitle =

Reference 72

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no resolver link, observed 2026-07-31T09:36:45.802941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.802941Z digest=sha256:7401b8052a909418c855bbd79c2ffa1421ccfa797485afd5f0302817265a0ded

Observation c2b7bfa9-afc2-4af6-9832-d9e904b19654 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents International Conference on Learning Representations (ICLR) , year =

Reference 73

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unresolved
no resolver link, observed 2026-07-31T09:36:45.844735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.844735Z digest=sha256:866821f90b777a11bd43eb1671ae643687a708b021342b6441914597e515fcd6

Observation cabcddca-3059-43af-8992-ae5d4f76929a · outbound

This paper cites Transactions on Machine Learning Research (TMLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents Transactions on Machine Learning Research (TMLR) , year =

Reference 74

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no resolver link, observed 2026-07-31T09:36:45.894832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.894832Z digest=sha256:4f424fbe829c4deb804d392b2c550e7f57513f5565715b5e0035285ec36ef8e3

Observation c7fb9029-c573-4967-a190-50ead110f8e4 · outbound

This paper cites Transactions on Machine Learning Research (TMLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents Transactions on Machine Learning Research (TMLR) , year =

Reference 75

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no resolver link, observed 2026-07-31T09:36:45.944743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.944743Z digest=sha256:753b6ab42f277b563b297d9ac8373fab2b3cff4634cbf13b51d24990003c96e5

Observation af501912-e1f9-449a-b990-16503d275f3f · outbound

This paper cites 2023 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2023 , note =

Reference 76

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no resolver link, observed 2026-07-31T09:36:45.975986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:45.975986Z digest=sha256:92bf792734261ccf4a81b75d85c035616ac9da52f5cf73de8bf3efe0d6659c05

Observation b66cb90e-8c06-41f3-8c6d-fb879955d6c3 · outbound

This paper cites 2022 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2022 , note =

Reference 77

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no resolver link, observed 2026-07-31T09:36:46.017124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.017124Z digest=sha256:d225f8860c717846089b960d490494ce6c129f7d0267ef1d921133796b6e228a

Observation dcae5c33-47a6-41ba-acbf-362a6515db56 · outbound

This paper cites 2023 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2023 , note =

Reference 78

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no resolver link, observed 2026-07-31T09:36:46.054971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.054971Z digest=sha256:e4fd1443664e04db24f6991d0b6b1339bfa5e205691e077d1a0193acfbfd3d55

Observation 0ee91e93-99a8-412e-9c0d-7a42ca8ec341 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

How Benchmarks Mis-Score Computer-Use Agents Forty-second International Conference on Machine Learning , year=

Reference 79

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no resolver link, observed 2026-07-31T09:36:46.102481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.102481Z digest=sha256:169c112ae085960f623abfb98f59562c538ddb542990fa70ec31239bb9210602

Observation 1bc7f041-db02-4db1-b1fb-702ea50dd56f · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 80

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no resolver link, observed 2026-07-31T09:36:46.124738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.124738Z digest=sha256:f4086279d906ed1a60e772a0d650fa9b069ff32943e7ed1eeacb419bb279c556

Observation 01c57a95-d484-42c3-aba3-4b83184a17fb · outbound

This paper cites The Thirteenth International Conference on Learning Representations (ICLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents The Thirteenth International Conference on Learning Representations (ICLR) , year =

Reference 81

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no resolver link, observed 2026-07-31T09:36:46.153492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.153492Z digest=sha256:4899047ebd9c1ea71d427d3bcd413ceb5a96285da0323fba8f537dca1ca9026f

Observation 607c0bb5-26e3-4c53-aee0-7c4e5bb7aac1 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 82

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unresolved
no resolver link, observed 2026-07-31T09:36:46.190787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.190787Z digest=sha256:8606728169dc204d0f57ecb283d5278cfbe59ac948ade0b38c4724ff6d4c9e17

Observation 04203633-4bc1-47af-9734-037bab1ccc8a · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.224763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.224763Z digest=sha256:6ed08ef9b0d13fda2a1a0368bd0c7697a84840efc21ebbe032f209621aa60cd4

Observation ff8c2188-563e-43d5-8ac7-7c5b1ac1a8b6 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.270931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.270931Z digest=sha256:6c8f8a33a5ce1cd7badae82854d15e56405e6af4f577bd17e1b9670a5aa9fcb4

Observation c376e306-252d-4fc2-a609-74a1f4accd16 · outbound

This paper cites 2026 , month = jan, key =.

How Benchmarks Mis-Score Computer-Use Agents 2026 , month = jan, key =

Reference 85

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.304844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.304844Z digest=sha256:d182c9984174e4bac1814cd29e78990da0b71bbfe806dd948c508ee1beed3f7c

Observation 86ed0a4f-ad57-4eaa-891e-3b1a2e317600 · outbound

This paper cites 2026 , month = jan, author =.

How Benchmarks Mis-Score Computer-Use Agents 2026 , month = jan, author =

Reference 86

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.354763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.354763Z digest=sha256:385fabef38bcfe2c8a585382ae2ab798c29c1cadcc688bf3955ce8e5fac873e1

Observation 8c268570-4c57-4bca-be91-027e82a5acf9 · outbound

This paper cites 2025 , month = dec, author =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = dec, author =

Reference 87

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.405153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.405153Z digest=sha256:36153d1450cb1b85f1dc0c2d854def06437765540ff975bb8933990edbd07581

Observation fafc13c0-6f45-43ae-bee7-900d407f58e4 · outbound

This paper cites 2025 , month = dec, author =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = dec, author =

Reference 88

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.455093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.455093Z digest=sha256:029c9eae9fa5be1541d00736f63184d1fcb5d284f266cb6a5a5395ae607700e2

Observation 1535b8ab-eb5d-4b14-b4b2-fb9de9f2438d · outbound

This paper cites 2025 , month = jan, author =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = jan, author =

Reference 89

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.494736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.494736Z digest=sha256:0627945f6b693d44c97a4983037077199a4e7c073b1403a8623ba613c92b696c

Observation 07d23fdf-6f8c-42af-a1b0-fb189b735ce8 · outbound

This paper cites 2025 , month = aug, key =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = aug, key =

Reference 90

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.534741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.534741Z digest=sha256:87dec8fcaff735d672909f858a9a936335cc2d7a784f160f09fe8788c4d76673

Observation 5d823118-307c-43d1-9e1f-3b98de3ceb5a · outbound

This paper cites 2025 , month = nov, author =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , month = nov, author =

Reference 91

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.574740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.574740Z digest=sha256:2800e0cbbd10765168faa35a488b4a208e2cadf441e8e900b77ae0217a8b61ae

Observation de92bdda-9e84-4976-a91f-5a64eb31d39e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track , year =.

How Benchmarks Mis-Score Computer-Use Agents Advances in Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track , year =

Reference 92

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.624741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.624741Z digest=sha256:226881226de0e8c589908822e7709f4781c911bbc2669d2e12e928c86306f45e

Observation 6cf2f1a3-c618-4f21-963e-e172bdbf97bc · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 93

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.674740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.674740Z digest=sha256:1cf97d7bbce9189ff9427832c5e647062fb7e09917cde25e30516874ead5bc81

Observation 0e1072bb-055f-4ef9-a0a7-42a1fd6e9a59 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 94

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.734742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.734742Z digest=sha256:5ba59fbd8eb1cbdbaed631e9b665098461400833d6ad3f553a0cf5dcf082c12d

Observation 50d1930e-16d2-47d6-ac63-7b11b71b1101 · outbound

This paper cites Proceedings of the 34th International Conference on Machine Learning (ICML) , pages =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 34th International Conference on Machine Learning (ICML) , pages =

Reference 95

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.784745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.784745Z digest=sha256:22f332687d80af6d84694de7c2c9402b4361a1baf8be7541d5b18210919047db

Observation 67dfa2ff-f87e-46cc-993d-7798047a8050 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

How Benchmarks Mis-Score Computer-Use Agents International Conference on Learning Representations (ICLR) , year =

Reference 96

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.834745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.834745Z digest=sha256:9db2ce275ec1129985b8c8beaa523bb5644d23801f38943e71a0de84ea1a9665

Observation 01c2f399-2650-4dd2-97c6-2f5428d0332b · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =

Reference 97

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.885185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.885185Z digest=sha256:d684db5a12a7b425916104a28c69b49642ebe93bfdafb2c768c98180fce7acba

Observation 68b3f32a-ceee-4883-a776-b71da7fb9f84 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =.

How Benchmarks Mis-Score Computer-Use Agents Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL) , year =

Reference 98

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.914742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.914742Z digest=sha256:a992ac1b7ac50545ecaaaa135ee8a8d7de2fb61b671245a9a519d946909652f9

Observation b16f339a-8ef1-4908-b58e-965b6ccf230b · outbound

This paper cites 2025 , note =.

How Benchmarks Mis-Score Computer-Use Agents 2025 , note =

Reference 99

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.954743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.954743Z digest=sha256:4e77e220ad61e7fcf26a82f654ff47c13fd1f1f972539a39c16918947461315b

Observation 05f3fd20-d2d9-4907-bf09-9fe730661c5a · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 100

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:46.986925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:46.986925Z digest=sha256:8f754c3fc8b18647b6902c96d471ce26483dc3bf78b9c893c732f56f4e08d3d0

Observation 334b2509-41b1-4ab6-866a-0f603df0efb7 · outbound

This paper cites an unresolved cited work.

How Benchmarks Mis-Score Computer-Use Agents Unresolved cited work

Reference 101

Resolution
unresolved
no resolver link, observed 2026-07-31T09:36:47.034748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T09:36:47.034748Z digest=sha256:2a40c7eb37608e6a4936e9213007ed7b86eca0a9dc178bfb66ae7e9d48105a96

Pith citing papers

No inbound Pith citation observations are available.