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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 1507 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Fine-grained Image ClassificationDTD (test)computer vision21Jun 8, 2026
Pedestrian DetectionMultiviewXcomputer vision21Feb 26, 2026
Pedestrian DetectionWildtrackcomputer vision21Feb 26, 2026
Multimodal Question AnsweringSEED-Benchmultimodalnlp+121Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision21Feb 26, 2026
Image ClassificationSVHN (test)computer vision21Feb 26, 2026
Video GenerationVideo Generationvideo generation editing21Feb 26, 2026
Logical ReasoningLSATnlp21Apr 20, 2026
Anomaly SegmentationMVTec-3D 1.0 (test)computer visionbio medical21Feb 26, 2026
T-to-V RetrievalANETmultimodalretrieval search rag21Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision21Feb 26, 2026
Video Polyp SegmentationCVC-300-TV (test)computer vision21Feb 26, 2026
Math Word Problem SolvingMAWPS (5-fold cross-val)llm chat instructionnlp21Feb 26, 2026
Image ClassificationSVHN (test)computer vision21Feb 26, 2026
Image ClassificationBreast UltraSound (BUS) datasetcomputer vision21Apr 3, 2026
DetectionTweetEval hatecomputer vision21Mar 5, 2026
Scene Text RecognitionMLT19computer vision21Feb 26, 2026
Scene Text RecognitionMLT 17computer vision21Feb 26, 2026
Out-of-Distribution DetectionCLINC Full (test)computer visiontabular time series21Feb 26, 2026
Graph ClassificationMalNet Tinygraph21May 13, 2026
ClassificationAudioSet AS-2Mcomputer visionnlp+321Feb 26, 2026
Image CaptioningFlickr-30Kmultimodalcomputer vision+121Feb 26, 2026
Conversational Question AnsweringConvMix 1.0 (test)nlpllm chat instruction21Feb 26, 2026
Image ClassificationCIFAR-100 LT IR=10 (test)computer vision21Feb 26, 2026
Adversarial AttackIMDB (test)adversarial safety securitycomputer vision21May 26, 2026