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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 40 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multiple Choice Question AnsweringHellaSwagnlpMultiple Choice Question Answering on HellaSwag performance trend212Jul 7, 2026
Multi-discipline Multimodal UnderstandingMMMU (val)multimodalnlp+1Multi-discipline Multimodal Understanding on MMMU (val) performance trend212Apr 27, 2026
Multivariate long-term series forecastingETTm2 (test)tabular time series212Jun 26, 2026
Semantic SegmentationSemanticKITTI (val)computer visionSemantic Segmentation on SemanticKITTI (val) performance trend212Jun 1, 2026
Novel View SynthesisRealEstate10K3d vision geometry212Jul 1, 2026
Semantic SegmentationSUN RGB-D (test)computer visionSemantic Segmentation on SUN RGB-D (test) performance trend212Apr 14, 2026
Document ParsingOmniDocBench v1.5nlpcomputer visionDocument Parsing on OmniDocBench v1.5 performance trend211Jun 23, 2026
Infrared Small Target DetectionIRSTD-1Kcomputer vision211Jun 23, 2026
Code GenerationMBPPcode developer ai211May 22, 2026
Multimodal UnderstandingMMMU (val)multimodalMultimodal Understanding on MMMU (val) performance trend211Jun 16, 2026
Image ClassificationCIFAR-10 long-tailed (test)computer vision211May 19, 2026
Image ClassificationCaltech-101computer visionImage Classification on Caltech-101 (Accuracy) performance trend211Apr 29, 2026
Polyp SegmentationCVC-ClinicDB (test)computer visionbio medicalPolyp Segmentation on CVC-ClinicDB (test) performance trend211Mar 17, 2026
Video Anomaly DetectionShanghaiTech (test)computer visionVideo Anomaly Detection on ShanghaiTech (test) performance trend211Mar 20, 2026
Text-to-Video RetrievalMSR-VTT (1k-A)multimodalretrieval search ragText-to-Video Retrieval on MSR-VTT (1k-A) performance trend211Feb 27, 2026
Node ClassificationIMDBgraph211May 22, 2026
Single Image Super-ResolutionBSD100computer visionSingle Image Super-Resolution on BSD100 performance trend211Feb 26, 2026
Time Series ForecastingTraffictabular time series211May 25, 2026
Anomaly LocalizationMVTec-AD (test)computer visionAnomaly Localization on MVTec-AD (test) performance trend211Jun 16, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+1210May 21, 2026
Mathematical ReasoningTabMWPllm chat instructionnlp210Jun 11, 2026
Multimodal Sentiment AnalysisMOSEImultimodalnlp210Jun 5, 2026
Scene Text RecognitionIC15 (test)computer visionScene Text Recognition on IC15 (test) performance trend210Feb 26, 2026
Image ClassificationSVHNcomputer visionImage Classification on SVHN (Top-1 Accuracy) performance trend209Jun 4, 2026
Text-to-Video GenerationVBenchvideo generation editingText-to-Video Generation on VBench (Quality Metrics) performance trend209Jul 7, 2026