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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 57 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
GUI GroundingScreenSpotcomputer visionnlpGUI Grounding on ScreenSpot performance trend169Jun 11, 2026
Image ClassificationMNIST (test)computer visionImage Classification on MNIST (test) (Standard Classification Report) performance trend168Jun 23, 2026
Spatio-temporal reasoningSTCRcomputer visionnlp168Apr 14, 2026
Multimodal BenchmarkingMMBenchmultimodal168Jul 3, 2026
Contradictory-style GenerationVccmDatasetllm chat instruction168Feb 26, 2026
Malware DetectionDrebincomputer visionnlp+1168May 7, 2026
Mathematical ReasoningMathVisionllm chat instructionnlp168May 8, 2026
Time Series ForecastingPEMS07tabular time series168Mar 24, 2026
CodingHumanEvalcode developer aiCoding on HumanEval performance trend168May 27, 2026
Composed Image Retrieval (Image-Text to Image)CIRRretrieval search ragmultimodalComposed Image Retrieval on CIRR performance trend168Jul 3, 2026
Image-to-Text RetrievalMS-COCOmultimodalretrieval search rag168May 13, 2026
Semantic SegmentationVaihingencomputer vision168Jun 30, 2026
Image DenoisingSIDD (val)computer vision168May 26, 2026
Emotion Recognition in ConversationIEMOCAP (test)nlpspeech audioEmotion Recognition in Conversation on IEMOCAP (test) performance trend168Apr 14, 2026
Weakly Supervised Semantic SegmentationPASCAL VOC 2012 (val)computer visionWeakly Supervised Semantic Segmentation on PASCAL VOC 2012 (val) performance trend168Mar 26, 2026
Image DerainingRain100L (test)computer vision168Jun 30, 2026
AMR ParsingLDC2017T10 AMR 2.0 (test)nlpAMR Parsing on LDC2017T10 AMR 2.0 (test) performance trend168Feb 26, 2026
Graph ClassificationIMDB MULTIgraphGraph Classification on IMDB MULTI performance trend168Jun 26, 2026
Multimodal ReasoningMMMU (val)multimodalnlp168May 11, 2026
Short-term forecastingM4 Yearlytabular time series168Jun 4, 2026
ReasoningPIQAllm chat instructionnlp168Jun 5, 2026
Action ClassificationUCF101computer vision167Jun 26, 2026
General Knowledge EvaluationMMLUllm chat instructionnlpGeneral Knowledge Evaluation on MMLU performance trend167Jun 5, 2026
Long-term forecastingElectricitytabular time series167Mar 26, 2026
Image Quality AssessmentKonIQcomputer vision167Jun 16, 2026