AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities | Paper Citation Record

Observation 4a112a73-3bc9-4612-951c-4ead398886c6 · outbound

This paper cites Claude Opus 4.8.https://www.anthropic.com/news/claude-opus-4-8, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Claude Opus 4.8.https://www.anthropic.com/news/claude-opus-4-8, 2026

Reference 1

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Observation 197f83e3-e884-4221-a905-adeffc39534b · outbound

This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment

Reference 2

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Observation 5e756433-4acc-4421-a16a-e033447bb6a5 · outbound

This paper cites Aider: Ai pair programming in your terminal.https://github.com/paul-gauthier/ aider, 2023.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Aider: Ai pair programming in your terminal.https://github.com/paul-gauthier/ aider, 2023

Reference 3

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Observation 1c0267d8-ec3e-49d9-bd85-4bbe61cacb1b · outbound

This paper cites Deepeval: The open-source evaluation framework for llms.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Deepeval: The open-source evaluation framework for llms

Reference 4

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Observation db8cf8cc-22ef-4809-918a-9c251ef70962 · outbound

This paper cites Opencompass: A universal evaluation platform for foundation models.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Opencompass: A universal evaluation platform for foundation models

Reference 5

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Observation 8cb58207-0634-4b68-810d-6d1f5a17cd6b · outbound

This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:26.606904Z

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Observation b0621a85-e7c8-4429-bb8b-4a912848320e · outbound

This paper cites Benchmarking reward hack detection in code environments via contrastive analysis, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Benchmarking reward hack detection in code environments via contrastive analysis, 2026

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:26.727577Z

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Observation 47f28693-c565-41e0-b0f6-20393d4d0686 · outbound

This paper cites Vlmevalkit: An open-source toolkit for evaluating large multi-modality models.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Vlmevalkit: An open-source toolkit for evaluating large multi-modality models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:26.849276Z

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Observation 7fc53bdf-3f4c-49eb-aef5-d0090c36e8c4 · outbound

This paper cites Glm-5: from vibe coding to agentic engineering, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Glm-5: from vibe coding to agentic engineering, 2026

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:26.907095Z

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Observation cfd8b8f3-f1e3-4fb0-9ecf-4919009c8635 · outbound

This paper cites Gemini 3.1 Pro.https://deepmind.google/models/gemini/pro/, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Gemini 3.1 Pro.https://deepmind.google/models/gemini/pro/, 2026

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:26.985290Z

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Observation 9253900d-2b6c-4451-b062-8554366a7783 · outbound

This paper cites Deepsearchqa: Bridging the comprehensiveness gap for deep research agents.arXiv preprint arXiv:2601.20975, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Deepsearchqa: Bridging the comprehensiveness gap for deep research agents.arXiv preprint arXiv:2601.20975, 2026

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.068755Z

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Observation 7ede13a8-3b84-471b-b69b-284509b152dd · outbound

This paper cites Harbor: A framework for evaluating and optimizing agents and models in container environments.https://github.com/harbor-framework/harbor, January 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Harbor: A framework for evaluating and optimizing agents and models in container environments.https://github.com/harbor-framework/harbor, January 2026

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.178873Z

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Observation e2605cf5-3fb8-439a-a162-913c218c1c0f · outbound

This paper cites DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.333960Z

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Observation 1fa3d58b-de38-402d-b2f9-55ec33559f62 · outbound

This paper cites Waytowich, and Boyuan Chen.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Waytowich, and Boyuan Chen

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.464856Z

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Observation 778216b8-cfd7-42ba-9ad0-4a7ce3779317 · outbound

This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.576474Z

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Observation 515bd38a-6e16-4164-94d7-361d9deb0406 · outbound

This paper cites Langsmith: A unified platform for debugging, testing, evaluating, and monitoring your llm applications.https://www.langchain.com/langsmith, 2025.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Langsmith: A unified platform for debugging, testing, evaluating, and monitoring your llm applications.https://www.langchain.com/langsmith, 2025

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.656925Z

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Observation 8eed8db8-3e40-415e-b90e-b0319d14ee78 · outbound

This paper cites Camel: Communicative agents for "mind" exploration of large language model society.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Camel: Communicative agents for "mind" exploration of large language model society

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.756312Z

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Observation dff3998e-bff5-43ad-9dca-5334fd0dc904 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.859425Z

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Observation d03511ce-8668-43c1-8e3b-9d94ad913832 · outbound

This paper cites Agentbench: Evaluating llms as agents.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Agentbench: Evaluating llms as agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:27.968828Z

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Observation 7ea47235-b6e9-4555-9be9-a5c3d6bf63c3 · outbound

This paper cites Agentboard: An analytical evaluation board of multi-turn llm agents.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Agentboard: An analytical evaluation board of multi-turn llm agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.078610Z

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Observation f4fe4edb-6a58-43a1-a89a-dd60664ede31 · outbound

This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.175736Z

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Observation f239a4a5-de51-4a96-8ed6-93f86c96d445 · outbound

This paper cites GAIA: a benchmark for general AI assistants.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities GAIA: a benchmark for general AI assistants

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.281304Z

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Observation bbbbfff6-7fa6-4e5c-b36a-0b8310de683c · outbound

This paper cites Kimi-k2.6.https://www.kimi.com/en/blog/kimi-k2-6, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Kimi-k2.6.https://www.kimi.com/en/blog/kimi-k2-6, 2026

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.368950Z

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Observation 28d8c413-4466-4b37-b33e-aa99afdd43ba · outbound

This paper cites Introducing GPT-5.5.https://openai.com/index/introducing-gpt-5-5/, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Introducing GPT-5.5.https://openai.com/index/introducing-gpt-5-5/, 2026

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.455201Z

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Observation 926f82ef-149c-43eb-b510-5c63a8a3defc · outbound

This paper cites OpenClaw.https://github.com/openclaw/openclaw, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities OpenClaw.https://github.com/openclaw/openclaw, 2026

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.567579Z

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Observation cb0821aa-585c-40b1-96b2-b63bd253c2f1 · outbound

This paper cites Patil, Huanzhi Mao, Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Patil, Huanzhi Mao, Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.665658Z

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Observation 13666849-670e-4f99-bd67-eded6936b09e · outbound

This paper cites GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.774561Z

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Observation 2ec5f367-1567-4f62-8d14-1e4b669df13c · outbound

This paper cites Humanity's Last Exam.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Humanity's Last Exam

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.856099Z

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Observation ecab5476-e8e8-477f-abeb-72eff4d96610 · outbound

This paper cites Pinchbench: Real-world benchmarks for ai coding agents, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Pinchbench: Real-world benchmarks for ai coding agents, 2026

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:28.922495Z

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Observation 260d6c22-6de8-4797-8d2a-2c3fafcc2707 · outbound

This paper cites Qwen3.5: Accelerating productivity with native multimodal agents, February 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Qwen3.5: Accelerating productivity with native multimodal agents, February 2026

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.010111Z

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Observation 84cbb913-4bfd-4424-b91a-7bdc7c8f31fb · outbound

This paper cites 2, 1, 4.1 10 AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities 2, 1, 4.1 10 AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities

Reference 31

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Observation 66914381-83cf-4a6b-bb9e-772d72f0424c · outbound

This paper cites EvalScope: Evaluation framework for large models, 2024.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities EvalScope: Evaluation framework for large models, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.175292Z

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Observation d7a09ceb-9aff-4413-8f89-761301debeae · outbound

This paper cites Terminal-bench: A benchmark for ai agents in terminal environments.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Terminal-bench: A benchmark for ai agents in terminal environments

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.244098Z

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Observation 2eb6d0aa-92c0-461d-9201-071e9e450411 · outbound

This paper cites Scicode: A research coding benchmark curated by scientists.Advances in Neural Information Processing Systems, 37:30624–30650, 2024.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Scicode: A research coding benchmark curated by scientists.Advances in Neural Information Processing Systems, 37:30624–30650, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.359750Z

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Observation ff36f398-609b-4664-86b7-4fc02010694c · outbound

This paper cites Frontier- science: Evaluating ai’s ability to perform expert-level scientific tasks.arXiv preprint arXiv:2601.21165,.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Frontier- science: Evaluating ai’s ability to perform expert-level scientific tasks.arXiv preprint arXiv:2601.21165,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.466375Z

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Observation 76426af5-bab2-4688-a7b0-9e3c42294efa · outbound

This paper cites Openhands: An open platform for ai software developers as generalist agents.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Openhands: An open platform for ai software developers as generalist agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.570199Z

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Observation 925e1fb1-34ad-4886-a120-3bc1b06c90c1 · outbound

This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.673169Z

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Observation fc9af247-75da-40ef-8ce2-a2f447e9aefb · outbound

This paper cites Autogen: Enablingnext-genllmapplicationsviamulti-agentconversations.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Autogen: Enablingnext-genllmapplicationsviamulti-agentconversations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:29.820203Z

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Observation 0b2f40a7-5177-4628-a744-fec252b6d472 · outbound

This paper cites Mitchell, and Yuanzhi Li.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Mitchell, and Yuanzhi Li

Reference 39

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Observation 5a1ef50f-53d0-443b-86cc-7469c83d35f1 · outbound

This paper cites Agentgym: Evolving large language model-based agents across diverse environments, 2024.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Agentgym: Evolving large language model-based agents across diverse environments, 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.000535Z

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Observation 26cd8ed4-7d82-40ce-b02c-f3dc5927545e · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence.arXiv preprint arXiv:2606.19348, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Deepseek-v4: Towards highly efficient million-token context intelligence.arXiv preprint arXiv:2606.19348, 2026

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.094777Z

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Observation cc637492-3a41-4958-b1a6-694c775d4164 · outbound

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

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.208799Z

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Observation 0c33621c-975c-4203-8a9f-f86446e16545 · outbound

This paper cites Probing scientific general intelligence of llms with scientist-aligned workflows.arXiv preprint arXiv:2512.16969, 2025.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Probing scientific general intelligence of llms with scientist-aligned workflows.arXiv preprint arXiv:2512.16969, 2025

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.343249Z

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Observation ea311c2f-4163-47fd-89e5-73c79f2ffb0a · outbound

This paper cites SWE-agent: Agent-computer interfaces enable automated software engineering.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities SWE-agent: Agent-computer interfaces enable automated software engineering

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.483827Z

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Observation 966e94a1-5a41-4de1-9250-2658777dbadd · outbound

This paper cites Jimenez, Alexander Wettig, Kabir Khandpur, Yanzhe Zhang, Binyuan Hui, Ofir Press, Ludwig Schmidt, and Diyi Yang.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Jimenez, Alexander Wettig, Kabir Khandpur, Yanzhe Zhang, Binyuan Hui, Ofir Press, Ludwig Schmidt, and Diyi Yang

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.579259Z

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Observation c2602e56-b100-4cdf-b869-33d3361eba6a · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.672460Z

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Observation 8be112a3-3113-4d1a-a1a5-cf830076da6d · outbound

This paper cites Maslab: A unified and comprehensive codebase for llm-based multi-agent systems.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Maslab: A unified and comprehensive codebase for llm-based multi-agent systems

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.792653Z

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Observation 6f64c576-bd5a-4cd7-97a7-2df81a0ea21c · outbound

This paper cites Hle-verified: A systematic verification and structured revision of humanity’s last exam.arXiv preprint arXiv:2602.13964, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Hle-verified: A systematic verification and structured revision of humanity’s last exam.arXiv preprint arXiv:2602.13964, 2026

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:30.979644Z

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Observation 0555dc90-65cd-45b4-8ee0-76f1a24b4115 · outbound

This paper cites BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:31.131799Z

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Observation a261d788-53f4-44ef-8fe5-4c0af4caab2d · outbound

This paper cites MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T04:28:31.310957Z

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Observation 1af9b981-42f3-4e70-b372-90d68eef9244 · outbound

This paper cites Intern-s1-pro: Scientific multimodal foundation model at trillion scale, 2026.

AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities Intern-s1-pro: Scientific multimodal foundation model at trillion scale, 2026

Reference 51

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