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Benchmarks

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

309,131 benchmarksPage 1743 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly LocalizationTN3Kcomputer vision19Mar 23, 2026
Anomaly LocalizationKSDDcomputer vision19Feb 27, 2026
Semantic SegmentationUltrasoundNerveMSBenchcomputer vision19Feb 26, 2026
Semantic SegmentationUSforKidneyMSBenchcomputer vision19Feb 26, 2026
Semantic SegmentationPromise12 MSBenchcomputer vision19Feb 26, 2026
Semantic SegmentationPandentalMSBenchcomputer vision19Feb 26, 2026
Medical Image SegmentationMosMedPlus MSBenchbio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationFHPsAOPMSBenchbio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationCovidQUExMSBenchbio medicalcomputer vision19Feb 26, 2026
Medical Image SegmentationBusiMSBenchbio medicalcomputer vision19Feb 26, 2026
Visual ReasoningGQA (test-dev)multimodalcomputer vision19Feb 26, 2026
Class-incremental learningDomainNet 10-splitcomputer visiontabular time series19Feb 26, 2026
Aggregate Model PerformanceLLaVA Benchmarks Aggregatemiscellaneous19Feb 27, 2026
Mobile GUI Agent TaskAndroidLabagents tool userobotics embodied ai19Feb 26, 2026
Spatial ReasoningVSI-Bench Vanilla regimenlp19Feb 26, 2026
Open-Vocabulary SegmentationVaihingen (test)computer vision19May 6, 2026
Open-Vocabulary SegmentationPotsdam (test)computer vision19May 6, 2026
Open-Vocabulary SegmentationLoveDA (test)computer vision19May 6, 2026
Video Knowledge AcquisitionVideo-MMLUmultimodalcomputer vision19Feb 26, 2026
Long-context Question AnsweringMuSiQuellm chat instructionnlp19Apr 10, 2026
Robotic ManipulationRoboTwinrobotics embodied ai19Jul 9, 2026
Remote Sensing Visual Question AnsweringRSVQA low-resolutionmultimodalcomputer vision19Feb 26, 2026
Super-ResolutionUrban100computer vision19Feb 26, 2026
Super-ResolutionBSD100computer vision19Feb 26, 2026
Super-ResolutionStreamSRcomputer vision19Feb 26, 2026