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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 930 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Scientific ReasoningGPQA mainnlp28Jun 5, 2026
Complex ReasoningBBHllm chat instructionnlp28Jun 5, 2026
Image RestorationCameraman gray scale imagecomputer vision28Jun 5, 2026
Active Object DetectionHandlebottle Simulationcomputer vision28Jun 5, 2026
Image ClassificationSynDigits-LT (gamma=200)computer vision28Jun 4, 2026
Chess Outcome PredictionLichess sample April 2026 (month-wide slice)tabular time series28Jun 4, 2026
Retrieval-Augmented Generation2WikiMultiHopQAretrieval search ragnlp28Jun 4, 2026
Uncertainty CalibrationTQAcomputer visiontabular time series28Jun 4, 2026
Image ReconstructionFFHQcomputer vision28Jun 4, 2026
Mathematical ReasoningU-Shaped Streamllm chat instructionnlp28Jun 4, 2026
Mathematical ReasoningStream Mostly-Hardllm chat instructionnlp28Jun 4, 2026
Mathematical ReasoningMostly-Easy Streamllm chat instructionnlp28Jun 4, 2026
Mathematical ReasoningBalanced Streamllm chat instructionnlp28Jun 4, 2026
Science Simulation Task CompletionScienceWorld Unseenrobotics embodied ai28Jun 2, 2026
Science Simulation Task CompletionScienceWorld Seenrobotics embodied ai28Jun 2, 2026
Mathematical reasoningMATH500llm chat instructionnlp28Jun 30, 2026
LLM ModerationWildGuardMix (test)llm chat instructionadversarial safety security28Jun 2, 2026
Robot Motion PlanningSemi-circular tunnel experimentrobotics embodied ai28Jun 2, 2026
Quantitative ReasoningAIMEnlpllm chat instruction28Jun 2, 2026
Abstention MetacognitionAbstentionBench Normal Promptllm chat instructionnlp28Jun 2, 2026
Abstention MetacognitionAbstentionBench Abstention Promptllm chat instructionnlp28Jun 2, 2026
Mathematical ReasoningMath tasksllm chat instructionnlp28Jun 2, 2026
Image ClassificationCelebAcomputer vision28Jul 1, 2026
LLM InferenceQwen3-8B 2k prompts Balanced workloadllm chat instruction28Jun 2, 2026
RegressionCrime (USA)tabular time series28Jun 2, 2026