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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 1466 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Black-box Adversarial AttackImageNet (val)adversarial safety securitycomputer vision21Mar 17, 2026
Multi-video understandingMVX-Benchcomputer vision21Mar 17, 2026
Agricultural ReasoningAgroMind 1.0 (test)bio medical21Mar 17, 2026
Semantic SegmentationScanNet short-sequencecomputer vision21Mar 17, 2026
Audio-Visual SegmentationAVSBench-Object MS3 (test)multimodalspeech audio+121Mar 17, 2026
Audio-Visual SegmentationAVSBench Object S4 (test)multimodalspeech audio+121Mar 17, 2026
Image-Text RetrievalGeneral RETmultimodalretrieval search rag21Mar 17, 2026
Image ClassificationGeneral CLScomputer vision21Mar 17, 2026
Medical Image ClassificationMedical CLSbio medicalcomputer vision21Mar 17, 2026
LiDAR Scene FlowTruckScenes (val)3d vision geometrycomputer vision21May 19, 2026
Optical Character RecognitionORB-Indic (test)computer vision21Mar 17, 2026
Optical Character RecognitionORB-Indic 4-class rotationcomputer vision21Mar 17, 2026
OCRORB-Indiccomputer vision21Mar 17, 2026
OCRORB En-SynthDogcomputer vision21Mar 17, 2026
Image ClassificationCIFAR-10computer vision21Jun 26, 2026
Hallucination AssessmentBingollm chat instructionnlp21Apr 14, 2026
Hallucination AssessmentMMHalullm chat instructionnlp21Apr 14, 2026
General Reasoning & UnderstandingVMCBenchllm chat instructionmultimodal21Apr 14, 2026
General Reasoning & UnderstandingRealWorldQAllm chat instructionmultimodal21Apr 14, 2026
General Reasoning & UnderstandingVStarllm chat instructionmultimodal21Apr 14, 2026
Aggregate General Language ModelingAverage 10 Benchmarksllm chat instruction21Mar 17, 2026
Transductive Dynamic Link PredictionMOOC (rnd sampling)graph21May 29, 2026
Transductive Dynamic Link PredictionReddit (rnd sampling)graph21May 29, 2026
Prompt Injection AttackAgentDojoadversarial safety securityagents tool use21May 26, 2026
Privacy-preserving neural network inferenceResNet (inference)adversarial safety security21Mar 16, 2026