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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 1019 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
4D Spatio-temporal ReasoningVLM4Dcomputer vision3d vision geometry27Mar 31, 2026
Video UnderstandingVideo-Holmescomputer vision27Apr 14, 2026
Compositional EvaluationSugarCrepe swap att (test)nlpcomputer vision+127Apr 14, 2026
Text-to-Image GenerationT2I-CompBenchimage generation editing27Feb 26, 2026
Object Hallucination EvaluationMSCOCO Popularmultimodalcomputer vision27Jun 30, 2026
Image CaptioningMSCOCO 1kmultimodalcomputer vision+127Feb 26, 2026
Video Object SegmentationLVOScomputer vision27Feb 26, 2026
Promptable Video Object SegmentationDAVIS 2017 (val)computer visionmultimodal27Feb 26, 2026
Monocular Depth EstimationSCARED3d vision geometrycomputer vision27Mar 18, 2026
Hallucination DetectionVQA v2llm chat instructionnlp27Feb 26, 2026
Hallucination DetectionHaloQuestllm chat instructionnlp27Feb 26, 2026
Hallucination DetectionHalLoc-VQAllm chat instructionnlp27Feb 26, 2026
Monkeypox DetectionMonkeypox Datasetbio medicalcomputer vision27Feb 26, 2026
Image DehazingNH-Haze (test)computer vision27Jun 5, 2026
Image GenerationPRISM-Benchimage generation editing27May 15, 2026
Face Image Quality AssessmentAdiencecomputer vision27May 14, 2026
Image UnderstandingSEED-Bench imagecomputer visionmultimodal27Mar 4, 2026
Dataset DistillationImageWoof (val)miscellaneous27Feb 26, 2026
Video Anomaly ReasoningVad-Reasoning-Plus (test)computer visionnlp27Feb 26, 2026
Open-ended Question-AnsweringVad-Reasoning-Plusretrieval search ragnlp27Feb 26, 2026
Multi-Choice Question AnsweringVad-Reasoning-Plusnlp27Feb 26, 2026
Video Anomaly ReasoningVideo Anomaly Reasoning (test)computer visionnlp27Feb 26, 2026
3D scene graph generationReplica (room0-office4)3d vision geometrycomputer vision27Feb 26, 2026
Person Re-identificationMLR-CUHK03computer vision27May 29, 2026
Out-of-Distribution DetectionImageNet-1K Far-OOD Average (test)computer visiontabular time series27Apr 28, 2026