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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 92 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video-to-Text RetrievalMSVDmultimodalVideo-to-Text Retrieval on MSVD performance trend125Jun 18, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (Top-1 Accuracy) performance trend125Mar 9, 2026
Image GenerationImageNet 256x256 (test)image generation editingImage Generation on ImageNet 256x256 (test) performance trend125Jun 26, 2026
Multi-label ClassificationPASCAL VOC 2007 (test)computer visionnlp+2Multi-label Classification on PASCAL VOC 2007 (test) performance trend125Feb 26, 2026
Semantic SegmentationPASCAL-Context 59 class (val)computer visionSemantic Segmentation on PASCAL-Context 59 class (val) performance trend125Feb 27, 2026
Language ModelingOne Billion Word Benchmark (test)nlpLanguage Modeling on One Billion Word Benchmark (test) performance trend125Jun 1, 2026
Multimodal UnderstandingSEED-2-Plusmultimodal125Jun 9, 2026
Skeleton-based Action RecognitionNTU 60 (X-view)computer visionSkeleton-based Action Recognition on NTU-60 (X-view) performance trend125Jun 11, 2026
Survival PredictionTCGA-STADbio medicaltabular time seriesSurvival Prediction on TCGA-STAD performance trend125Jun 23, 2026
Novel View SynthesisNeRF Synthetic3d vision geometryNovel View Synthesis on NeRF Synthetic performance trend125Jul 7, 2026
Mathematical ReasoningMinerva Mathllm chat instructionnlpMathematical Reasoning on Minerva Math (Accuracy, Average) performance trend124Jun 23, 2026
Multimodal Mathematical ReasoningMathVista MINImultimodalnlp+1124Jun 9, 2026
Mathematical reasoningMATH500llm chat instructionnlp124Jun 11, 2026
Text ClassificationBoolQnlpText Classification on BoolQ performance trend124Jun 5, 2026
Video Question AnsweringEgoSchema subsetmultimodalcomputer visionVideo Question Answering on EgoSchema subset performance trend124May 12, 2026
Question AnsweringNarrativeQAnlpQuestion Answering on NarrativeQA (F1) performance trend124Jun 2, 2026
Automatic Speech RecognitionLibriSpeech cleanspeech audioAutomatic Speech Recognition on LibriSpeech clean performance trend124Jun 18, 2026
Visual Question AnsweringTextVQA (test)multimodalcomputer vision+1124Feb 27, 2026
Image DenoisingSIDDcomputer vision124Jun 23, 2026
Image RetrievalRevisited Oxford (ROxf) (Medium)retrieval search ragcomputer vision124Feb 26, 2026
Image ReconstructionImageNet1K (val)computer vision124Jun 4, 2026
Image ClassificationCIFAR-10computer vision124Feb 26, 2026
Fine-grained Image ClassificationStanford Dogs (test)computer vision124Apr 8, 2026
Multi-Label ClassificationNUS-WIDE (test)computer visionnlp+2Multi-Label Classification on NUS-WIDE (test) performance trend124May 28, 2026
Question AnsweringCommonsenseQA (CSQA)nlp124Feb 26, 2026