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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 458 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text ClassificationSMSnlp45Apr 13, 2026
Image ClassificationOfficeHome DomainBed suite (test)computer vision45Feb 27, 2026
Video Question AnsweringMVBench (test)multimodalcomputer vision45Apr 14, 2026
Image-to-Text RetrievalFlickrmultimodalretrieval search rag45Apr 15, 2026
Mathematical ReasoningSIMULEQllm chat instructionnlp45Jun 9, 2026
Personalized Image GenerationDreamBoothimage generation editing45Jul 1, 2026
Gaussian Image DenoisingCBSD68computer vision45Jun 18, 2026
LGT DetectionMGTBench WritingPromptsnlp45Feb 26, 2026
Machine Generated Text DetectionMGT benchmark Reutersnlp45Feb 26, 2026
Long Video UnderstandingVideo-MME long 1.0computer vision45Feb 26, 2026
DenoisingBSD68 sigma=50bio medicalcomputer vision45Feb 26, 2026
DenoisingBSD68 sigma=15bio medicalcomputer vision45Feb 26, 2026
Image ClassificationImageNet-1K (val)computer vision45Feb 26, 2026
Classificationsteelcomputer visionnlp+345Feb 26, 2026
Classificationbiodegcomputer visionnlp+345Feb 26, 2026
Tabular Data Synthesissteeltabular time series45Feb 26, 2026
Unconditional Image GenerationFFHQ unconditional 64x64image generation editing45Jun 9, 2026
Machine UnlearningTOFU 1.0 (Real Author)adversarial safety security45May 19, 2026
LLM-as-a-JudgeMTbench (test)llm chat instruction45Feb 26, 2026
Single Image Super-ResolutionSet5 x4 (test)computer vision45Jun 19, 2026
Visual Question AnsweringScienceQA Image (test)multimodalcomputer vision+145Feb 26, 2026
Math ReasoningMSVAMP (test)llm chat instructionnlp45Feb 26, 2026
Image ClassificationSIIM-ACR (test)computer vision45Feb 26, 2026
Dynamic Scene ReconstructionN3DV (test)3d vision geometrycomputer vision45Jun 30, 2026
Jailbreak AttackAdvBench 150 Harmful Behaviorsadversarial safety security45Mar 12, 2026