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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 25 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR10computer vision282Jun 2, 2026
Long Video UnderstandingLongVideoBench (val)computer vision282Jun 26, 2026
Image ClusteringSTL-10computer visionImage Clustering on STL-10 performance trend282May 12, 2026
Few-shot classificationtieredImageNet (test)computer visionnlp+1Few-shot classification on tieredImageNet (test) performance trend282Feb 26, 2026
Scientific Question AnsweringScienceQA imagenlpbio medical281Jul 9, 2026
Class Incremental LearningCIFAR-100computer visiontabular time series281Jun 11, 2026
Domain GeneralizationPACS (test)computer visionDomain Generalization on PACS (test) performance trend281Jul 3, 2026
Hallucination EvaluationPOPEllm chat instructionnlp281Jul 8, 2026
Text-to-image generationStable Diffusion v1.4image generation editing280Mar 17, 2026
DerainingRain100Lcomputer visionDeraining on Rain100L performance trend280May 19, 2026
Mathematical ReasoningASDivllm chat instructionnlpMathematical Reasoning on ASDiv (Accuracy) performance trend280Jun 8, 2026
Common Sense ReasoningBoolQnlp280Jul 7, 2026
Mathematical ReasoningMAWPSllm chat instructionnlpMathematical Reasoning on MAWPS performance trend279Jul 2, 2026
Object CountingFSC-147 (val)computer visionObject Counting on FSC-147 (val) performance trend279Jun 24, 2026
Image ClassificationPACS (test)computer visionImage Classification on PACS (test) performance trend279May 11, 2026
Video Question AnsweringMSVD-QA (test)multimodalcomputer visionVideo Question Answering on MSVD-QA (test) performance trend279Mar 26, 2026
Crowd CountingShanghaiTech Part A (test)computer visionCrowd Counting on ShanghaiTech Part A (test) performance trend279Jun 24, 2026
Reading ComprehensionBOOLQnlp279Mar 12, 2026
Language GenerationC4nlp278Jun 5, 2026
Zero-shot EvaluationDownstream Tasks Zero-shotnlpllm chat instruction278Feb 26, 2026
Change DetectionWHU-CDcomputer visionChange Detection on WHU-CD performance trend278Jul 7, 2026
Mathematical Multimodal ReasoningMathVistamultimodalnlp276Jun 19, 2026
Jailbreak AttackHarmBench (test)adversarial safety security276Jun 16, 2026
Text-based Visual Question AnsweringTextVQA (val)multimodalcomputer vision+1Text-based Visual Question Answering on TextVQA (val) performance trend276Jun 2, 2026
SummarizationXSum (test)nlpSummarization on XSum (test) performance trend276May 29, 2026