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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 1339 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Phone recognitionTIMIT (test)speech audio23Jun 16, 2026
Image ClusteringFRGCcomputer vision23Feb 26, 2026
de novo molecular designGuacaMol goal-directed tasksbio medical23Feb 26, 2026
Description-guided molecule designMol-Instructionsbio medical23Jun 9, 2026
Locomotion ControlD4RL Walker2d medium-expertrobotics embodied ai23Feb 26, 2026
Semi-supervised Image ClassificationCIFAR100 (test)computer vision23Feb 26, 2026
20-way 5-shot ClassificationOmniglot (test)computer vision23Feb 26, 2026
Dynamical systems reconstructionLorenz-63 3dtabular time seriesbio medical23Feb 26, 2026
Crystal Property PredictionJARVIS (test)bio medicaltabular time series23Jun 4, 2026
3D shape recognitionModelNet103d vision geometry23Feb 26, 2026
ClassificationGTZAN (test)computer visionnlp+323Feb 26, 2026
Video Quality AssessmentYouTube-UGC 1080pcomputer vision23Feb 26, 2026
Image GenerationImageNet-32image generation editing23May 13, 2026
Multimodal UnderstandingMM-Vet v2multimodal23Apr 3, 2026
Visual Reasoning and Instruction FollowingMM-Vetmultimodalllm chat instruction23Feb 26, 2026
Person Re-IdentificationCUHK03 NP Market1501 (test)computer vision23Feb 26, 2026
Hallucination EvaluationCRPE relationllm chat instructionnlp23Feb 27, 2026
Multi-image UnderstandingMMT-Bench (val)computer visionmultimodal23Feb 27, 2026
Multi-image UnderstandingBLINK (val)computer visionmultimodal23Feb 27, 2026
Medical Image ClassificationBUSI (test)bio medicalcomputer vision23Jul 7, 2026
Medical Image SegmentationDDTIbio medicalcomputer vision23Jun 23, 2026
Topic ModelingDBLPnlp23Apr 1, 2026
Topic ModelingM10nlp23Apr 1, 2026
Moment RetrievalTACOS (test)computer visionnlp23Feb 26, 2026
Categorical Emotion RecognitionMAFW 11-classspeech audio23Feb 26, 2026