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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 2077 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationDyna.-Pla. (val)computer vision17Feb 26, 2026
Gaze FollowingChildPlaycomputer visionmultimodal17May 27, 2026
Text DetectionSCUT-CTW1500 (test)computer vision17Feb 26, 2026
Multimodal ClassificationHateful Memesmultimodalcomputer vision+117Feb 27, 2026
Continual LearningImageNet 100 (test)miscellaneous17Feb 26, 2026
Image Super-ResolutionF2Kcomputer vision17Feb 26, 2026
Object ErasureCIFAR-10 Bird Erasedcomputer vision17Feb 26, 2026
Object ErasureCIFAR-10 Airplane Erasedcomputer vision17Feb 26, 2026
Instruction InductionInstruction Inductionllm chat instructionnlp17Feb 26, 2026
Correlation with human judgmentsFlickr8K (Expert)nlp17Feb 26, 2026
Unconditional Image GenerationLSUN Church (test)image generation editing17Feb 26, 2026
Question AnsweringWebSRC (test)nlp17Feb 26, 2026
Unconditional image generationCelebA-HQ 256 x 256image generation editing17Feb 26, 2026
Bias and Sentiment EvaluationBOLDnlpadversarial safety security17Feb 26, 2026
Multi-label image recognition with partial labelsPascal VOC 2007computer vision17Feb 26, 2026
RegressionSkillcraft (test)tabular time series17Feb 26, 2026
Image RetrievalImageNet-4K 1.0 (test)retrieval search ragcomputer vision17Feb 26, 2026
Image ClassificationImageNet and ImageNet-V2computer vision17Feb 26, 2026
Image ClassificationImageNet Natural Distribution Shifts R, Sketch, Acomputer vision17Feb 26, 2026
Semantic SegmentationA2D2 (val)computer vision17Feb 26, 2026
Class Incremental LearningOmniBenchmarkcomputer visiontabular time series17Feb 26, 2026
Speech Emotion RecognitionSUBESCO Bengali (Bn)speech audio17Feb 26, 2026
Graph ClassificationCMNIST colorgraph17Feb 26, 2026
Depth EstimationHyperSim (test)3d vision geometry17Apr 21, 2026
Point Cloud ClassificationModelNet40 (test)3d vision geometry17Feb 27, 2026