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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1805 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Homography EstimationCAHomo (test)computer vision3d vision geometry18Jun 5, 2026
Dense Camera Motion EstimationGHOF-Cam (test)3d vision geometrycomputer vision18Jun 5, 2026
Web-based Task AutomationWebShop (test)agents tool use18Jun 5, 2026
Interactive Task LearningALFWorld (val_seen)robotics embodied ai18Jun 5, 2026
Mathematical ReasoningMATHllm chat instructionnlp18Jun 5, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp18Jun 5, 2026
Cross-Subject Emotion Prediction RegressionSEED-IV Cross-Subjectbio medicaltabular time series18Jun 5, 2026
Emotion Prediction RegressionLong-Term Naturalistic Emotion (LTNE) Dataset Dominancetabular time series18Jun 5, 2026
Continuous Emotion RegressionLong-Term Naturalistic Emotion Dataset Arousal (Cross-Subject)nlp18Jun 5, 2026
Emotion Prediction RegressionSEED (Cross-Subject)tabular time series18Jun 5, 2026
Skill-selectionToolBench-60 soft-0.3 preference regime (held-out pool)agents tool use18Jun 5, 2026
Agent Security EvaluationAgent Security Bench (ASB) IPI Combined Attack (CA) and Context Ignoring (CI) averagedagents tool useadversarial safety security18Jun 5, 2026
Agent Security EvaluationAgent Security Bench (ASB) DPI Combined Attack (CA) and Context Ignoring (CI) averagedagents tool useadversarial safety security18Jun 5, 2026
Scientific Question AnsweringGPQAnlpbio medical18Jun 5, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp18Jun 5, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp18Jun 5, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp18Jun 5, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp18Jun 5, 2026
General Language Understanding and ReasoningGeneral Benchmarks MMLU, CEval, CMMLU, HumanEval, MBPP, MATH, GSM8K, MultiArith, BBHnlpllm chat instruction18Jun 5, 2026
Logical ReasoningBBHnlp18Jun 30, 2026
Poetry GenerationPoetryllm chat instruction18Jun 5, 2026
Continual Visual Instruction TuningCVITcomputer visionllm chat instruction18Jun 5, 2026
Language ModelingWikiText-103 Clean (val)nlp18Jun 5, 2026
Natural Language UnderstandingTen Benchmark Datasets MRPC, QQP, STS-B, MNLI, QNLI, RTE, SNLI, Sci, SICK, Twinlp18Jun 5, 2026
Collaborative filteringMovieLens 100ktabular time series18Jun 5, 2026