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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 1331 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Stochastic Optimization ConvergenceTheoretical Analysismiscellaneous23May 11, 2026
Image ClassificationImageNet-Rcomputer vision23Feb 26, 2026
Image ClassificationStylized ImageNet (SIN)computer vision23Feb 26, 2026
Image ClassificationCartoncomputer vision23Feb 26, 2026
Continuous Sign Language RecognitionCSLspeech audiocomputer vision23Feb 26, 2026
Scene Text SpottingTotal-Textcomputer visionnlp23Feb 26, 2026
End-to-end Text SpottingInverse-Text (test)computer vision23Feb 26, 2026
Zero-shot Image ClassificationImageNet-R (test)computer vision23Feb 27, 2026
Object ClassificationSUN397computer vision23Mar 4, 2026
Image ClassificationCIFAR-100computer vision23Feb 26, 2026
Audio-Visual Event ClassificationVGGSound (test)multimodalspeech audio+123Apr 1, 2026
Continuous Sign Language RecognitionCSL (test)speech audiocomputer vision23Feb 26, 2026
Robust ClassificationCivilCommentsnlptabular time series23Feb 26, 2026
Semantic SegmentationSYNTHIA to Cityscapes 16 and 13 categories (val)computer vision23Feb 26, 2026
Offline Model-based OptimizationD'Kitty Morphology Design-Benchmiscellaneous23Mar 5, 2026
Offline Model-based OptimizationAnt Morphology Design-Benchmiscellaneous23Mar 5, 2026
Capacitated Vehicle Routing Problem (CVRP)CVRP n=200 Generalization 1K instancesmiscellaneous23Jun 30, 2026
Offline Reinforcement LearningD4RL Gym halfcheetah-randomrobotics embodied ai23May 12, 2026
Deepfake DetectionFaceShifter (FSh)computer visionadversarial safety security23May 15, 2026
Environmental sound classificationGunshot triangulationspeech audio23Feb 26, 2026
Aspect-level sentiment analysisRest15nlp23Feb 26, 2026
Image ClassificationImageNet-LTcomputer vision23Feb 26, 2026
Document RetrievalNQ 100Kretrieval search rag23Feb 26, 2026
Document RetrievalNQ10Kretrieval search rag23Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision23Feb 26, 2026