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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 392 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Language ModelingQwen3 (val)nlp49May 14, 2026
Audio-to-Text RetrievalClothospeech audioretrieval search ragAudio-to-Text Retrieval on Clotho performance trend49May 27, 2026
Audio ModelingBlues 30s v1 (test)speech audio49Feb 26, 2026
Audio ModelingCounting 7s v1 (test)speech audio49Feb 26, 2026
Dynamics ModelingBarrett WAM (train)tabular time series49Feb 26, 2026
Large Language Model EvaluationHuggingFace Open LLM Leaderboardllm chat instruction49Mar 24, 2026
Logic ReasoningZebraLogicnlp49Jun 9, 2026
Outlier DetectionYeasttabular time series49Mar 31, 2026
Graph Anomaly DetectionFlickrgraph49May 26, 2026
Air Quality ForecastingKnowAirtabular time series49May 19, 2026
Common Sense ReasoningHellaSwag 0-shotnlp49Jun 26, 2026
Mathematical ReasoningMath Reasoning Suite Averagellm chat instructionnlp49May 27, 2026
Pedestrian Intention PredictionJAAD (All)computer visionrobotics embodied ai49Apr 28, 2026
Video GenerationVBench 2.0 (test)video generation editing49May 11, 2026
Text-to-Image GenerationT2I-ReasonBenchimage generation editing49May 19, 2026
Pulse Rate EstimationUBFC-rPPG Intra-datasetcomputer visionbio medical49Jun 11, 2026
Audio Visual Question AnsweringAVQA (test)multimodalspeech audio+149Jun 8, 2026
Video UnderstandingMLVU 3-120min (test)computer vision49Feb 26, 2026
Video UnderstandingMLVU 3-120min (dev)computer vision49Feb 26, 2026
Video UnderstandingLongVideoBench 1-60mincomputer vision49Feb 26, 2026
AI-Generated Image DetectionAIGI-Nowimage generation editingcomputer vision49Jun 16, 2026
Video Super-ResolutionMVSR4xvideo generation editingcomputer vision49May 22, 2026
Membership Inference AttackCIFAR-10 (test)adversarial safety security49Jul 3, 2026
Instruction FollowingAlpacaEval LC 2llm chat instruction49May 18, 2026
ScienceGPQAbio medical49Jun 15, 2026