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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 1505 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Jailbreak AttackAdvbench Vicuna-33B Guard 100 prompts Originaladversarial safety security21Feb 26, 2026
Jailbreak AttackAdvbench Llama2-70B Guard 100 prompts Originaladversarial safety security21Feb 26, 2026
Entity RecognitionBioNLP2004, MIT Movie, MIT Restaurant, and OntoNotes 5.0 (Average) few-shot (test)nlp21Feb 26, 2026
Image ClassificationVisda 2021computer vision21Jul 2, 2026
Image MatchingScanNet 1500computer vision21May 6, 2026
WSI-level SearchPrivate-Liver Internal (test)bio medicalretrieval search rag21Feb 26, 2026
WSI-level SearchPrivate-Breast Internal (test)bio medicalretrieval search rag21Feb 26, 2026
Hand-Object Pose EstimationDexYCBcomputer vision21Jul 3, 2026
Face Forgery DetectionFaceForensics++ (DeepFakes)computer vision21Feb 26, 2026
Long-term Time Series ForecastingETTm1 to ETTh2tabular time series21Feb 26, 2026
CTR predictionMovieLens (test)tabular time series21Feb 26, 2026
Conversational Search RetrievalTopiOCQA (test)retrieval search ragnlp21Feb 26, 2026
Depth Image ClassificationNYU-Dcomputer vision3d vision geometry21May 19, 2026
Multi-person motion predictionExPI unseen actioncomputer vision3d vision geometry21Feb 26, 2026
SegmentationTNMIXcomputer vision21Feb 26, 2026
SegmentationREFUGE2 Optic-Cupcomputer vision21Feb 26, 2026
SegmentationREFUGE2 Optic-Disccomputer vision21Feb 26, 2026
Image-to-Text RetrievalFlickr30K English 1K (test)multimodalretrieval search rag21Feb 26, 2026
Image ClassificationDTD (Novel)computer vision21May 12, 2026
Action AnticipationEGTEA Gaze+computer vision21Jul 7, 2026
Audio-Visual SegmentationAVSBench S4 (test)multimodalspeech audio+121Mar 25, 2026
Semantic Object IdentificationCOST (val)computer vision21Feb 26, 2026
Graph ClusteringChameleongraph21Jun 30, 2026
Semantic SegmentationCityscapes, BDD100K, and Mapillary Aggregate (test)computer vision21Feb 26, 2026
Fixel-based analysisHCP 8 subjectsbio medical21Feb 26, 2026