| { |
| "schema_version": 1, |
| "updated": "2026-10-14", |
| "benchmarks": [ |
| { |
| "id": "browsecomp", |
| "name": "BrowseComp", |
| "description": "Research-style web browsing and answer synthesis.", |
| "url": "https://github.com/openai/simple-evals", |
| "metric": { |
| "name": "answer correctness", |
| "type": "llm_judge", |
| "direction": "higher_is_better", |
| "imported_evidence": "Source-reported GPT-4o answer judge.", |
| "caveat": "The judge result was not independently reproduced." |
| }, |
| "source_ids": ["browsecomp_rollouts"] |
| }, |
| { |
| "id": "mind2web", |
| "name": "Mind2Web", |
| "description": "Human demonstrations for completing tasks on real websites.", |
| "url": "https://osu-nlp-group.github.io/Mind2Web/", |
| "metric": { |
| "name": "step and element accuracy", |
| "type": "action_match", |
| "direction": "higher_is_better", |
| "imported_evidence": "Human action and pre-action DOM context.", |
| "caveat": "The imported demonstrations have no task-level execution result." |
| }, |
| "source_ids": ["mind2web"] |
| }, |
| { |
| "id": "swe-bench", |
| "name": "SWE-bench", |
| "description": "Resolve real software repository issues.", |
| "url": "https://www.swebench.com/", |
| "metric": { |
| "name": "resolved", |
| "type": "native_binary", |
| "direction": "higher_is_better", |
| "imported_evidence": "Source-published repository test result.", |
| "caveat": "Results were not replayed by this project." |
| }, |
| "source_ids": [ |
| "nvidia_open_swe_traces", |
| "swebench_multilingual_glm5", |
| "swebench_multilingual_minimax_m25", |
| "swebench_multilingual_trajectories", |
| "swebench_verified_trajectories" |
| ] |
| }, |
| { |
| "id": "swe-gym", |
| "name": "SWE-Gym", |
| "description": "Train and evaluate software-engineering agents on repository tasks.", |
| "url": "https://github.com/SWE-Gym/SWE-Gym", |
| "metric": { |
| "name": "execution-test success", |
| "type": "native_binary", |
| "direction": "higher_is_better", |
| "imported_evidence": "Published successful split or source execution-test result.", |
| "caveat": "The OpenHands SFT release is success-conditioned." |
| }, |
| "source_ids": ["swegym_openhands", "swegym_sampled"] |
| }, |
| { |
| "id": "swe-smith", |
| "name": "SWE-smith", |
| "description": "Generated software-engineering tasks with executable validation.", |
| "url": "https://github.com/SWE-bench/SWE-smith", |
| "metric": { |
| "name": "resolved", |
| "type": "native_binary", |
| "direction": "higher_is_better", |
| "imported_evidence": "Source-published resolved field.", |
| "caveat": "Results were not replayed by this project." |
| }, |
| "source_ids": ["swesmith_trajectories"] |
| }, |
| { |
| "id": "tau2-bench", |
| "name": "τ2-bench", |
| "description": "Tool-using agents interacting with simulated users in service domains.", |
| "url": "https://github.com/sierra-research/tau2-bench", |
| "metric": { |
| "name": "evaluator correctness and reward", |
| "type": "native_reward", |
| "direction": "higher_is_better", |
| "imported_evidence": "AgentSuite evaluator score, database match and correctness fields.", |
| "caveat": "AgentSuite trajectories use τ2 tasks and are not version-matched τ3 results." |
| }, |
| "source_ids": ["agentsuite_tau2", "areal_tau2_sft"] |
| }, |
| { |
| "id": "tau3-bench", |
| "name": "τ3-bench", |
| "description": "Tool-using agents and simulated users with environment reward evidence.", |
| "url": "https://github.com/sierra-research/tau2-bench", |
| "metric": { |
| "name": "environment/action/communication reward", |
| "type": "native_reward", |
| "direction": "higher_is_better", |
| "imported_evidence": "Reward evidence from an official checked-in result file.", |
| "caveat": "Only the imported result file is represented." |
| }, |
| "source_ids": ["official_tau3"] |
| }, |
| { |
| "id": "terminal-bench", |
| "name": "Terminal-Bench", |
| "description": "Complete practical tasks in sandboxed terminal environments.", |
| "url": "https://github.com/laude-institute/terminal-bench", |
| "metric": { |
| "name": "task reward", |
| "type": "native_reward", |
| "direction": "higher_is_better", |
| "imported_evidence": "Source-reported Terminal-Bench reward.", |
| "caveat": "Scores were not replayed by this project." |
| }, |
| "source_ids": ["terminalbench_trajectories", "litecoder_terminal_sft"] |
| }, |
| { |
| "id": "terminaltraj", |
| "name": "TerminalTraj", |
| "description": "A corpus of terminal command and observation trajectories.", |
| "url": "https://huggingface.co/datasets/m-a-p/TerminalTraj", |
| "metric": { |
| "name": "not available", |
| "type": "none", |
| "direction": "not_applicable", |
| "imported_evidence": "Paired command and terminal-output transcript.", |
| "caveat": "No trustworthy task-level success field is published." |
| }, |
| "source_ids": ["terminaltraj"] |
| }, |
| { |
| "id": "toolbench", |
| "name": "ToolBench", |
| "description": "Tool-use planning and API-call trajectories.", |
| "url": "https://github.com/OpenBMB/ToolBench", |
| "metric": { |
| "name": "valid-data/win generation status", |
| "type": "source_proxy", |
| "direction": "higher_is_better", |
| "imported_evidence": "Published generation status.", |
| "caveat": "This is not independent semantic proof of task success." |
| }, |
| "source_ids": ["toolbench", "toolbench_full"] |
| }, |
| { |
| "id": "bfcl-v4", |
| "name": "BFCL V4", |
| "description": "Agentic function-calling tasks with web and memory tool environments.", |
| "url": "https://gorilla.cs.berkeley.edu/leaderboard.html", |
| "metric": { |
| "name": "BFCL evaluator score", |
| "type": "native_binary", |
| "direction": "higher_is_better", |
| "imported_evidence": "AgentSuite-published V4 evaluator score.", |
| "caveat": "Only web and memory rows with returned tool observations qualify; scores were not rerun." |
| }, |
| "source_ids": ["agentsuite_bfcl_v4"] |
| }, |
| { |
| "id": "deepswe", |
| "name": "DeepSWE", |
| "description": "Repository engineering tasks executed by multi-agent DeLM teams.", |
| "url": "https://huggingface.co/datasets/yuzhenm/delm-720-trajectories", |
| "metric": { |
| "name": "CTRF test-suite pass", |
| "type": "native_binary", |
| "direction": "higher_is_better", |
| "imported_evidence": "Published per-agent CTRF grading summaries.", |
| "caveat": "Protected evaluation tasks contain anti-training canaries and were not replayed here." |
| }, |
| "source_ids": ["delm_deepswe"] |
| }, |
| { |
| "id": "terminal-bench-4", |
| "name": "Terminal-Bench 4", |
| "description": "Protected terminal tasks executed by multi-agent DeLM teams.", |
| "url": "https://huggingface.co/datasets/yuzhenm/delm-720-trajectories", |
| "metric": { |
| "name": "task reward", |
| "type": "native_reward", |
| "direction": "higher_is_better", |
| "imported_evidence": "Published per-agent grader reward.", |
| "caveat": "Protected evaluation tasks contain Harbor anti-training canaries and were not replayed here." |
| }, |
| "source_ids": ["delm_terminalbench4"] |
| } |
| ] |
| } |
|
|
