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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 371 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningASDivllm chat instructionnlp51May 22, 2026
Patient-level AML subtypingAML Hehrbio medicaltabular time series51Jun 19, 2026
Open-set Test-time AdaptationCIFAR-100-C (test)computer vision51Apr 3, 2026
Novel View SynthesisTHuman 2.0 (test)3d vision geometry51Apr 29, 2026
Cardiac SegmentationPublic Cardiac CT to MRIbio medicalcomputer vision51Mar 24, 2026
Change DetectionOSCDcomputer vision51May 18, 2026
Object RecognitionN-Caltech101computer vision51Feb 26, 2026
Harmful meme detectionFHM (test)computer visionnlp51Jun 1, 2026
Generative ModelingMNIST (train)image generation editingvideo generation editing+1451Mar 10, 2026
Out-of-Distribution DetectionImageNet-1K Near-OOD OpenOOD v1.5computer visiontabular time series51Mar 25, 2026
Low-Light Image EnhancementDICMcomputer vision51Mar 4, 2026
Zero-shot ClassificationClassification Suite Zero-shotnlpcomputer vision51Apr 16, 2026
Image ClassificationImageNet Robustness Generalization Suite Sketch A R V2computer vision51May 18, 2026
Medical Image ClassificationNCT-CRC-HE-100K (test)bio medicalcomputer vision51May 12, 2026
Text RetrievalRSICD (test)retrieval search rag51Feb 26, 2026
Image ClassificationTinyImageNet 100 tasks (test)computer vision51Feb 27, 2026
Image ClassificationCIFAR10 5 tasks (test)computer vision51Feb 27, 2026
Continual LearningTinyImageNet 100 tasks (test)miscellaneous51Feb 27, 2026
Continual LearningCIFAR10 5 tasks (test)miscellaneous51Feb 27, 2026
Continual LearningMNIST 5 tasks (test)miscellaneous51Feb 27, 2026
Image RetrievalMSCOCO 5-fold 1K (test)retrieval search ragcomputer vision51Jun 4, 2026
Action RecognitionHMDB-51computer vision51May 25, 2026
Visual LocalizationCambridge Landmarks OldHospitalcomputer vision3d vision geometry51Apr 15, 2026
Semantic SegmentationDensePASS (test)computer vision51Feb 26, 2026
Few-shot Image ClassificationDTDcomputer vision51May 22, 2026