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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 789 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sign Language RecognitionPhoenix 2014 (dev)computer visionspeech audio32Feb 26, 2026
Anomaly DetectionBUSI (test)tabular time series32Feb 26, 2026
Human Preference EvaluationHPD v2 (test)llm chat instruction32May 26, 2026
Human Preference EvaluationImageReward (test)llm chat instruction32May 26, 2026
3D Object ClassificationModelNet40 (test)3d vision geometrycomputer vision3D Object Classification on ModelNet40 (test) (Prompt-based Evaluation) performance trend32May 22, 2026
Sequential RecommendationBooks Amazon (test)tabular time series32Jul 7, 2026
Unsupervised Constituency ParsingSUSANNE (test)nlp32Feb 26, 2026
Reading ComprehensionSciQnlp32Apr 10, 2026
Cross-modal RetrievalRSICD (test)multimodalretrieval search rag32Feb 26, 2026
Class-Incremental LearningImageNet-R 20 taskscomputer visiontabular time seriesClass-Incremental Learning on ImageNet-R 20 tasks performance trend32May 28, 2026
Math ReasoningMathBench ENllm chat instructionnlp32Mar 25, 2026
Gait RecognitionCCPGcomputer vision32Mar 5, 2026
Scene ReconstructionnuScenes3d vision geometry32May 13, 2026
Multivariate ForecastingPEMS07 (test)tabular time seriesMultivariate Forecasting on PEMS07 (test) performance trend32Feb 26, 2026
Nighttime Image DehazingNHCDcomputer vision32Feb 26, 2026
Nighttime Image DehazingNHCMcomputer vision32Feb 26, 2026
Nighttime Image DehazingNHCLcomputer vision32Feb 26, 2026
Nighttime Image DehazingNHMcomputer vision32Feb 26, 2026
Nighttime Image DehazingUNREAL-NHcomputer vision32Feb 26, 2026
Aspect Sentiment ClassificationRestaurant SemEval 2015 (test)nlp32Feb 27, 2026
Multi-modal EvaluationMME (test)multimodal32Feb 26, 2026
Scene ClassificationRESISC-45 (test)computer vision32Apr 23, 2026
Non-Reference Image Quality AssessmentLIVEC (test)computer vision32Feb 26, 2026
No-Reference Image Quality AssessmentLIVEC (test)computer vision32Feb 26, 2026
Face RestorationCelebA (test)computer visionimage generation editing32May 15, 2026