PaperBench: Evaluating AI's Ability to Replicate AI Research | Paper Citation Record

Observation 2b502811-4942-428e-86a9-5d4dfe898868 · inbound

RExBench: Can coding agents autonomously implement AI research extensions? cites this paper.

RExBench: Can coding agents autonomously implement AI research extensions? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-05-19T07:37:08.857659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1522369f-a2ac-412c-b1c6-3b185221915b · inbound

Kimi K2: Open Agentic Intelligence cites this paper.

Kimi K2: Open Agentic Intelligence PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation efe2d978-22e7-4464-9c6b-3e8158d9a37f · inbound

Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.

Evaluation and Benchmarking of LLM Agents: A Survey PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:21.776309Z

Source-reported events for the cited work

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Observation 899640bd-8c91-443e-b784-8e78d7700c19 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 152

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:15.021219Z

Source-reported events for the cited work

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Observation cf4fa4a3-6d43-4ab8-b363-b39db566f4f3 · inbound

TextQuests: How Good are LLMs at Text-Based Video Games? cites this paper.

TextQuests: How Good are LLMs at Text-Based Video Games? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T10:32:33.675992Z

Source-reported events for the cited work

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Observation 40a1eb17-837a-427d-8003-8dbac838c2ca · inbound

Reliable Weak-to-Strong Monitoring of LLM Agents cites this paper.

Reliable Weak-to-Strong Monitoring of LLM Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T15:53:54.201712Z

Source-reported events for the cited work

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Observation b1c8718a-f500-42f2-80f9-5492d1609b8e · inbound

OpenAIs HealthBench in Action: Evaluating an LLM-Based Medical Assistant on Realistic Clinical Queries cites this paper.

OpenAIs HealthBench in Action: Evaluating an LLM-Based Medical Assistant on Realistic Clinical Queries PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T14:21:48.654747Z

Source-reported events for the cited work

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Observation 22a6f9bc-c61a-4b15-9237-0f9624ff9a67 · inbound

Evalet: Evaluating Large Language Models through Functional Fragmentation cites this paper.

Evalet: Evaluating Large Language Models through Functional Fragmentation PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-05-18T17:01:39.890501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 36bd4472-ea6f-49ec-a2c2-f999fbe9401b · inbound

CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics cites this paper.

CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 49

Resolution: metadata mismatch; local_arxiv, observed 2026-05-18T15:06:32.139371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c900501e-0855-41ed-9663-22471c67a678 · inbound

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics cites this paper.

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T10:36:24.531675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96fb2987-9169-495a-9dff-6ae253a63d3b · inbound

InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training cites this paper.

InfiMed-ORBIT: Aligning LLMs on Open-Ended Complex Tasks via Rubric-Based Incremental Training PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T09:22:44.150906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a7171b-9d98-42ab-99bd-a8521a871200 · inbound

CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases cites this paper.

CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-18T03:10:48.468533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4a526915-422d-4a4e-87ac-7c9c060f66d3 · inbound

ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction cites this paper.

ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:34:51.330668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b8e48d-112c-479c-aebb-8c185ebc7ed3 · inbound

AI-assisted Protocol Information Extraction For Improved Accuracy and Efficiency in Clinical Trial Workflows cites this paper.

AI-assisted Protocol Information Extraction For Improved Accuracy and Efficiency in Clinical Trial Workflows PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-16T12:52:53.260889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6219e2b6-7f02-4af3-ab03-ff06febf5b53 · inbound

Kimi K2.5: Visual Agentic Intelligence cites this paper.

Kimi K2.5: Visual Agentic Intelligence PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65a82c89-567e-44b8-82cd-f489ab58f16c · inbound

FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights cites this paper.

FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T05:17:18.391571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b70385-4c54-47c5-a026-9f61e93a434c · inbound

Automating Computational Reproducibility in Social Science: Comparing Prompt-Based and Agent-Based Approaches cites this paper.

Automating Computational Reproducibility in Social Science: Comparing Prompt-Based and Agent-Based Approaches PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-05-16T05:57:24.419477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3807827d-d024-4bb4-b443-b9f7ecba8420 · inbound

ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences cites this paper.

ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-16T02:02:06.911840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d7b3e0b5-e862-4cb9-b439-5b8bf971e3d1 · inbound

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? cites this paper.

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3244be22-c2e9-4041-bf4b-96e80ff2eef1 · inbound

Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking cites this paper.

Jailbreak Foundry: From Papers to Runnable Attacks for Reproducible Benchmarking PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T20:09:20.123350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de791bc-76f8-471f-a1fc-dd9f7f0c117c · inbound

Effective Strategies for Asynchronous Software Engineering Agents cites this paper.

Effective Strategies for Asynchronous Software Engineering Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T20:49:09.477849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae4649b9-597b-4055-9f3d-ff1525f6b71a · inbound

Towards Verifiable and Self-Correcting AI Physicists for Quantum Many-Body Simulations cites this paper.

Towards Verifiable and Self-Correcting AI Physicists for Quantum Many-Body Simulations PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8c9caef3-ccad-4c8e-8b46-4458463f9369 · inbound

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification cites this paper.

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 84fbb1f2-2e1b-48dc-adfa-dd36c1863a5e · inbound

RESCORE: LLM-Driven Simulation Recovery in Control Systems Research Papers cites this paper.

RESCORE: LLM-Driven Simulation Recovery in Control Systems Research Papers PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbe5905c-3a12-4fb1-a183-b7cdfc493527 · inbound

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery cites this paper.

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation efd323f0-d183-439d-a4f0-42d244a41afb · inbound

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery cites this paper.

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T09:23:40.328143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae98230-2d11-4743-a694-031fae0fe70e · inbound

In-Place Test-Time Training cites this paper.

In-Place Test-Time Training PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e372a679-17b7-4c3b-aae9-a8073b83ed22 · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15e27c42-deb5-4175-92d3-446cf491b2b5 · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T16:40:55.451453Z

Source-reported events for the cited work

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Observation ab41ee1a-3c78-40c2-befb-1f1ae075a3d3 · inbound

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models cites this paper.

Self-Preference Bias in Rubric-Based Evaluation of Large Language Models PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T05:36:43.369991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33acf2d8-89e2-434a-8357-247ae7b0d8f8 · inbound

Evaluating LLM Agents on Automated Software Analysis Tasks cites this paper.

Evaluating LLM Agents on Automated Software Analysis Tasks PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ac3f8fc7-f40b-4efe-8506-39a8a68c303a · inbound

Evaluating LLM Agents on Automated Software Analysis Tasks cites this paper.

Evaluating LLM Agents on Automated Software Analysis Tasks PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T16:27:44.960426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94eba6f1-b62f-41a1-810b-cec001c75c3a · inbound

Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization cites this paper.

Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 986f8cfb-5031-4f01-9f0f-d1f5349f97c3 · inbound

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale cites this paper.

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-05T17:51:14.819303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ec1fb92-a8c8-4ca0-8b67-545666e3c670 · inbound

Evaluation-driven Scaling for Scientific Discovery cites this paper.

Evaluation-driven Scaling for Scientific Discovery PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 129

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f61364c0-76bc-4c06-950e-5273f72fbc45 · inbound

Risk Reporting for Developers' Internal AI Model Use cites this paper.

Risk Reporting for Developers' Internal AI Model Use PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 69210352-567a-4317-a497-3cdbf5d1be51 · inbound

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review cites this paper.

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9e73d574-d455-423e-a21d-523752807a52 · inbound

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review cites this paper.

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 47

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T17:17:42.608991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0a159e8-6ab8-4324-9baf-ba3000436cc0 · inbound

AcademiClaw: When Students Set Challenges for AI Agents cites this paper.

AcademiClaw: When Students Set Challenges for AI Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 534dd0cc-5f37-46c8-bc61-7783b7d7672b · inbound

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents cites this paper.

AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 95fc485e-4eec-4430-91b9-8f5d212912bb · inbound

Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse cites this paper.

Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5836dd27-66f0-4ea9-ae33-6867c4ed5422 · inbound

Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse cites this paper.

Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8e783be1-9655-437b-bdc2-25206bfc59d3 · inbound

ReproScore: Separating Readiness from Outcome in Research Software Reproducibility Assessment cites this paper.

ReproScore: Separating Readiness from Outcome in Research Software Reproducibility Assessment PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 379b324d-dd7f-40a3-abdd-e8396e169081 · inbound

Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction cites this paper.

Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:09:35.570850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c0d11633-060a-4552-86a7-6738dc104871 · inbound

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design cites this paper.

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T18:58:53.828922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f52f1028-c800-40ec-a0c4-f19b8a7aee55 · inbound

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility cites this paper.

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T20:03:44.002213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1277a15f-154f-4a4b-9feb-69607a1a3ee0 · inbound

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery cites this paper.

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T20:32:45.507229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f6cd443f-bfed-4275-b35f-2a5fccbb5d97 · inbound

WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games cites this paper.

WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-20T12:28:17.244214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0f874185-03d4-4125-88d8-5d71560a1adb · inbound

WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games cites this paper.

WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-25T05:45:23.262252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5120d42e-0965-495e-ab34-3fc304e1390d · inbound

How Far Are We From True Auto-Research? cites this paper.

How Far Are We From True Auto-Research? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-05-20T09:58:11.246139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8100497b-ec48-480f-a262-17c4c2c432d0 · inbound

Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work cites this paper.

Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T04:13:56.508484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 48493cce-1ff8-4ce0-bb85-0e056ac80b1a · inbound

Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work cites this paper.

Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T09:44:45.904629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bfff271f-f12a-44a9-95ef-1a83ee0055ab · inbound

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators cites this paper.

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-22T02:05:55.413691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d04ba36d-14ee-4c64-b588-5f1c1a9ae2ed · inbound

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery cites this paper.

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 109

Resolution: verified exact; local_arxiv, observed 2026-05-25T04:50:21.769927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0077aa23-1c0a-4026-82b1-6e3057abdd98 · inbound

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence cites this paper.

ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-06-29T21:23:59.092437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f467628d-f6b0-45de-8412-46d4fa7e8630 · inbound

Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems cites this paper.

Benchmarks are Not Enough: RAMP for Runtime Assessing of Agentic Models in Production Systems PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-29T15:33:32.787883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ce54e21-e98a-4489-8ca0-e38ccbf8d100 · inbound

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence cites this paper.

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:23:24.635069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d0cdbdbb-f07d-48ae-b274-11c0b1372d11 · inbound

AutoMedBench: Towards Medical AutoResearch with Agentic AI Models cites this paper.

AutoMedBench: Towards Medical AutoResearch with Agentic AI Models PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-07-01T23:06:21.152849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation badb0b11-bb1d-4423-805a-39697d0a727b · inbound

DeployBench: Benchmarking LLM Agents for Research Artifact Deployment cites this paper.

DeployBench: Benchmarking LLM Agents for Research Artifact Deployment PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-02T09:16:49.260505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b3547529-1383-4498-a1fe-f8ec1d4724c2 · inbound

TensorBench: Benchmarking Coding Agents on a Compiler-Based Tensor Framework cites this paper.

TensorBench: Benchmarking Coding Agents on a Compiler-Based Tensor Framework PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-02T12:46:56.495517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0b2b4bfd-f12b-4103-a973-152ea360d8b6 · inbound

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research cites this paper.

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T08:33:15.810705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35e667e5-c9fa-4d36-bf7e-c7fbec662cfb · inbound

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research cites this paper.

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T00:39:16.541721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af0b094a-2dee-4d8f-b78e-e3dd45b8b178 · inbound

Review the Code, Not the Story: A Vision and Protocol for Code-First Peer Review cites this paper.

Review the Code, Not the Story: A Vision and Protocol for Code-First Peer Review PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-02T18:57:17.031265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c723c8bd-596a-431d-90e8-73dceb3e2ec7 · inbound

A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline cites this paper.

A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T22:01:20.844772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5f97e3af-41bd-4c13-8fad-b0bce47408ff · inbound

InquiTree: Evaluating AI Agents in the Scientific Inquiry Loop with Paper-Derived Research Trees cites this paper.

InquiTree: Evaluating AI Agents in the Scientific Inquiry Loop with Paper-Derived Research Trees PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T04:07:37.246876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 137b7037-94fa-41e5-8a40-c4f541630a56 · inbound

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 152

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T09:40:46.983091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 50701dc5-3c10-49ba-b09d-57c9fcd55005 · inbound

SafeClawBench: Separating Semantic, Audit-Evidence, and Sandbox Harm in Tool-Using LLM Agents cites this paper.

SafeClawBench: Separating Semantic, Audit-Evidence, and Sandbox Harm in Tool-Using LLM Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-07-03T22:09:00.158258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 44b38372-6e5f-404c-8c00-73861e472074 · inbound

CEO-Bench: Can Agents Play the Long Game? cites this paper.

CEO-Bench: Can Agents Play the Long Game? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-07-03T21:38:58.689019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f89ac7ef-4e0c-45e3-8b49-535dd0b668e1 · inbound

CEO-Bench: Can Agents Play the Long Game? cites this paper.

CEO-Bench: Can Agents Play the Long Game? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T11:01:19.550132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1982cf77-4757-47e5-8aad-891d041ad855 · inbound

Skill Coverage: A Test Adequacy Metric for Agent Skills cites this paper.

Skill Coverage: A Test Adequacy Metric for Agent Skills PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T13:40:57.378439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 957ae55a-8e66-40c3-85ed-a9856f6a2287 · inbound

PixJail: Self-Evolving Paper-to-Pipeline Reproduction for Text-to-Image Jailbreak Evaluation cites this paper.

PixJail: Self-Evolving Paper-to-Pipeline Reproduction for Text-to-Image Jailbreak Evaluation PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-04T17:20:00.267468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2155120f-2cfd-4f8d-b2da-5636676073e9 · inbound

Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy cites this paper.

Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T17:50:00.427072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d74561ea-7965-47dd-9250-0c525dc614c6 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 80

Resolution: verified exact; local_arxiv, observed 2026-07-04T16:49:57.846088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a44e1ac9-2656-460f-8ca3-30cb9f7f776a · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 80

Resolution: unresolved; no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33ce8a9-c6b0-4f52-9f4c-e63d655b0fb4 · inbound

How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks? cites this paper.

How Do Tool-Augmented LLM Agents Perform on Real-World Energy Analytics Tasks? PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-04T15:29:56.680099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 67ee60a2-64b4-4719-915d-688e3e0a9d32 · inbound

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration cites this paper.

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-06-30T07:24:22.543275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4d32ecd3-33f2-41fd-8744-7bcb35fa6fd7 · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 42

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T13:08:07.696988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 69ed3cf0-fca6-476f-abd8-13655ebe9598 · inbound

Coding-agents can replicate scientific machine learning papers cites this paper.

Coding-agents can replicate scientific machine learning papers PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-13T07:13:13.354959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c60f2863-a29e-4ca3-b451-c72e77eb0e72 · inbound

VERITAS: Towards a General-Purpose Replication Tool for Scientific Research cites this paper.

VERITAS: Towards a General-Purpose Replication Tool for Scientific Research PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T06:02:20.361005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e32c3176-36bd-40b9-b963-846344fa6c13 · inbound

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents cites this paper.

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-10T18:37:31.196203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3bc42954-0bac-450c-93e7-4b1ac1d1288b · inbound

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents cites this paper.

ScopeJudge: Cost-Aware Pre-Execution Gating for Offensive Security Agents PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T00:49:48.856448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9eb065-8019-49f3-9a0e-8fe6752af78f · inbound

Towards Autonomous and Auditable Medical Imaging Model Development cites this paper.

Towards Autonomous and Auditable Medical Imaging Model Development PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c201216e-df42-49a3-aa31-63698d94c0ab · inbound

Self-Improvements in Modern Agentic Systems: A Survey cites this paper.

Self-Improvements in Modern Agentic Systems: A Survey PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-02T06:35:59.308317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4180afd-16df-4f7d-8424-a0317e2d8806 · inbound

Can LLMs Build a MaxSAT Solver from Papers? The CoreForge Experience cites this paper.

Can LLMs Build a MaxSAT Solver from Papers? The CoreForge Experience PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:00:22.885499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b21ee08-d16c-4454-b242-05b533ac0dc2 · inbound

Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering cites this paper.

Matryoshka Agent: Unfolding Sub-Agents for Long-Horizon Machine Learning Engineering PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T01:39:48.664815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989a91c6-3816-4024-a079-b2f5b2a845fe · inbound

MADE: Belief-Driven Dual-Agent Coordination for Autonomous Model Deployment cites this paper.

MADE: Belief-Driven Dual-Agent Coordination for Autonomous Model Deployment PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:31:12.166627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac05b38-ed7a-43cd-b0b9-8d02f0a39d79 · inbound

Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities cites this paper.

Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-05T16:49:31.209853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3ae39e-671d-4674-a715-775352b9cce4 · inbound

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning cites this paper.

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T04:30:43.695729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers