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Benchmarks

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

309,131 benchmarksPage 237 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video UnderstandingVideoMMMUcomputer vision67Jul 7, 2026
Faithfulness evaluationWikiBionlp67Apr 16, 2026
Faithfulness evaluationTellMeWhynlp67Apr 16, 2026
Language UnderstandingCEvalnlp67Jun 5, 2026
Mathematical ReasoningCollegellm chat instructionnlp67Apr 20, 2026
GUI GroundingScreenSpot-Pro (test)computer visionnlp67Jun 15, 2026
Composed Image RetrievalFashionIQ (Dress)computer visionnlp67Jul 3, 2026
Gaze target estimationGazeFollowcomputer vision67Jul 7, 2026
Video ReconstructionUCF-101video generation editingVideo Reconstruction on UCF-101 performance trend67Jun 17, 2026
Semantic Occupancy PredictionSemanticKITTI (test)3d vision geometrycomputer visionSemantic Occupancy Prediction on SemanticKITTI (test) performance trend67Jul 1, 2026
Semantic SegmentationA-150computer vision67Apr 28, 2026
Speech ReconstructionLibriTTS clean (test)speech audioSpeech Reconstruction on LibriTTS clean (test) performance trend67Jul 7, 2026
Visual ReasoningMMVPmultimodalcomputer vision67Jul 7, 2026
Open Vocabulary Semantic SegmentationCityscapes without backgroundcomputer vision67Mar 25, 2026
Open Vocabulary Semantic SegmentationPASCAL Context 59 without backgroundcomputer vision67Mar 25, 2026
Question AnsweringEvaluation Suite (ARC, HellaSwag, MMLU) Zero-shot (test)nlp67Feb 26, 2026
ClassificationRSNA Pneumoniacomputer visionnlp+367Jun 30, 2026
Image Super-ResolutionB100 x2 (test)computer vision67May 19, 2026
Question AnsweringMedQA (test)nlp67Apr 29, 2026
Multimodal EvaluationMM-Benchmultimodal67Jun 23, 2026
Symbolic ReasoningLetternlp67Mar 24, 2026
Respiratory sound classificationICBHI dataset official (60-40% split)bio medicalspeech audio67Jun 11, 2026
Camouflaged Object DetectionCHAMELEON (test)computer visionCamouflaged Object Detection on CHAMELEON (test) performance trend67Apr 21, 2026
Image RetrievalGLD v2 (test)retrieval search ragcomputer vision67Mar 10, 2026
Image RetrievalROxfordretrieval search ragcomputer vision67Apr 2, 2026