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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 1696 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Class Incremental Learning (CIL)History 10-shot (test)computer vision19Jun 2, 2026
Class Incremental Learning (CIL)Computer 10-shot (test)computer vision19Jun 2, 2026
Class Incremental Learning (CIL)Photo 10-shot (test)computer vision19Jun 2, 2026
Human Activity RecognitionCSI-HARcomputer vision19Jul 7, 2026
Agentic SearchSearch Unseenagents tool useretrieval search rag19Jun 2, 2026
Agentic SearchSearch Seenagents tool useretrieval search rag19Jun 2, 2026
Embodied ReasoningALFWorld Unseenrobotics embodied ai19Jun 2, 2026
Embodied ReasoningALFWorld Seenrobotics embodied ai19Jun 2, 2026
Multimodal ReasoningMME-RWmultimodalnlp19Jun 11, 2026
New Intent DiscoveryDBPedianlp19Jun 2, 2026
New Intent DiscoverySNIPSnlp19Jun 2, 2026
CoffeeMimicGenrobotics embodied ai19Jun 2, 2026
KitchenMimicGenrobotics embodied ai19Jun 2, 2026
Mug CleanupMimicGenrobotics embodied ai19Jun 2, 2026
Crystal Property PredictionJARVIS-DFT (80/10/10 split)bio medicaltabular time series19Jun 2, 2026
AI Image DetectionGenImage (OOD)computer vision19Jun 2, 2026
AI Image DetectionChameleon (OOD)computer vision19Jun 2, 2026
AI Image DetectionAIGIBench (OOD)computer vision19Jun 2, 2026
AI Image DetectionCommunity (OOD)computer vision19Jun 2, 2026
AI Image DetectionWildFake (In-domain)computer vision19Jun 2, 2026
Audio ClassificationAudioSet 20k (train test)speech audio19Jun 1, 2026
Time Series ForecastingAustralian Retail Turnovertabular time series19Jun 1, 2026
Time Series ForecastingAustralian Electricity Demandtabular time series19Jun 1, 2026
Temporal Action LocalizationTHUMOS 2014 (50:50)computer vision19Jul 7, 2026
Fine-grained risk diagnosisATBenchbio medical19May 29, 2026