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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 79 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal UnderstandingSEEDBench2 PlusmultimodalMultimodal Understanding on SEEDBench2 Plus performance trend138May 20, 2026
Multimodal ReasoningMathVersemultimodalnlpMultimodal Reasoning on MathVerse performance trend138Jun 23, 2026
Multiple Choice Question AnsweringMMLU-Pronlp138Jun 4, 2026
Mathematical ReasoningMinervallm chat instructionnlpMathematical Reasoning on Minerva performance trend138Feb 26, 2026
Node classificationCoragraph138Jun 11, 2026
RGB-T trackingGTOTcomputer visionRGB-T tracking on GTOT performance trend138Mar 24, 2026
Reading ComprehensionDROPnlp138Jun 30, 2026
Backdoor DefenseGTSRB (test)adversarial safety security138Jun 15, 2026
Question AnsweringWinogrande (WG)nlpQuestion Answering on Winogrande (WG) performance trend138Apr 21, 2026
Few-shot classificationminiImageNet standard (test)computer visionnlp+1138Feb 26, 2026
Person Re-identificationDukeMTMC-reID to Market-1501 (test)computer vision138Mar 17, 2026
Semantic SegmentationSynthia to Cityscapes (test)computer visionSemantic Segmentation on Synthia to Cityscapes (test) performance trend138Feb 26, 2026
Fine-grained classificationEuroSATcomputer vision138Jun 23, 2026
Polyp SegmentationETIScomputer visionbio medicalPolyp Segmentation on ETIS performance trend138Jul 2, 2026
Object Hallucination EvaluationPOPEmultimodalcomputer vision137Jul 9, 2026
Multimodal UnderstandingMMBenchmultimodalAccuracy on Multimodal Understanding on MMBench performance trend137Jul 1, 2026
PerplexityC4nlp137May 12, 2026
Model reduction error estimationTransport equation trajectory manifold Eq 4.4, Init 4.5miscellaneous137Feb 26, 2026
Image Super-ResolutionB100computer vision137May 22, 2026
Reward ModelingRM-Benchllm chat instruction137Jun 9, 2026
Massive Multitask Language UnderstandingMMLUnlpMassive Multitask Language Understanding on MMLU performance trend137Jul 3, 2026
Multi-turn Instruction FollowingMT Benchllm chat instruction137Jun 11, 2026
Science Question AnsweringSciQnlpbio medical137Mar 17, 2026
Unconditional Image GenerationCIFAR-10 32x32 (test)image generation editing137Mar 13, 2026
Image ClassificationCIFAR10computer vision137Mar 20, 2026