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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 995 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Composed Image RetrievalGeneCIScomputer visionnlp27May 21, 2026
OdometryGRACO aerial-01 to aerial-083d vision geometry27May 21, 2026
Semantic SegmentationCityscapescomputer vision27May 21, 2026
ASR Error CorrectionCommon Voice Frisian (test)speech audionlp27May 20, 2026
ASR Error CorrectionFrisian Offline Data (test)speech audionlp27May 20, 2026
First-error step detectionMoreHopQAnlp27May 20, 2026
Step-wise Confidence AttributionMathllm chat instructionnlp27May 20, 2026
Step-wise Confidence AttributionMoreHopQAllm chat instructionnlp27May 20, 2026
Step-wise Confidence AttributionGSM8Kllm chat instructionnlp27May 20, 2026
Text-to-SQLSpider 2.0 (test)nlpcode developer ai27May 20, 2026
Preference-aligned Retrieval-Augmented GenerationPrefEvalretrieval search ragllm chat instruction27May 19, 2026
Preference-aligned Retrieval-Augmented GenerationPrefELI5retrieval search ragllm chat instruction27May 19, 2026
Preference-aligned Retrieval-Augmented GenerationPrefRQretrieval search ragllm chat instruction27May 19, 2026
Preference-aligned Retrieval-Augmented GenerationPrefWikiretrieval search ragllm chat instruction27May 19, 2026
PansharpeningWV3 full-resolutioncomputer vision27Jun 17, 2026
Hate Speech DetectionHateXplainnlp27May 19, 2026
End-to-end GP fit+predictSynthetic GP Data D=4tabular time series27May 19, 2026
Language Modeling EvaluationGeneral Language Evaluation Suite AE, AC, SciQ, MMLU, MMLU-P, HS, OBQA, PIQA, RACE, WG, CSQA, AGI (test)nlpllm chat instruction27May 19, 2026
Scientific ReasoningGPQA-Dnlp27May 19, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp27May 19, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp27May 19, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp27May 19, 2026
Polynomial multiplicationFq[x]/<x^n + 1>miscellaneous27May 19, 2026
Human Image AnimationRealisDance (val)image generation editingcomputer vision27Jun 30, 2026
General ReasoningSuperGPQAllm chat instructionnlp27Jun 9, 2026