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Benchmarks

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

309,131 benchmarksPage 3 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningGSM8K (test)llm chat instructionnlp954May 28, 2026
Node classificationCora (test)graphNode Classification on Cora (test) performance trend951May 19, 2026
Image ClassificationImageNet 1k (test)computer visionImage Classification on ImageNet 1k (test) performance trend939Jul 2, 2026
Node ClassificationChameleongraphNode Classification on Chameleon performance trend936Jun 25, 2026
3D Object DetectionnuScenes (test)3d vision geometrycomputer vision3D Object Detection on nuScenes (test) performance trend924Jun 16, 2026
Mathematical ReasoningMATH500 (test)llm chat instructionnlp922Jul 8, 2026
Science Question AnsweringScienceQAnlpbio medicalScience Question Answering on ScienceQA performance trend916Jun 26, 2026
Text-to-Image GenerationGenEvalimage generation editingText-to-Image Generation on GenEval (Compositional Metrics Subset) performance trend914Jul 9, 2026
Multivariate ForecastingETTh1tabular time series909Jun 11, 2026
Language ModelingC4 (val)nlpLanguage Modeling on C4 (val) performance trend908Jul 3, 2026
Image ClassificationCIFAR-10 (test)computer visionImage Classification on CIFAR-10 (test) (Accuracy) performance trend906Feb 26, 2026
Question AnsweringARC Challengenlp906Apr 2, 2026
Node ClassificationPubmedgraphNode Classification on Pubmed performance trend902Jun 23, 2026
Multimodal EvaluationMMEmultimodalMultimodal Evaluation on MME performance trend902Jul 3, 2026
Node ClassificationCornellgraphNode Classification on Cornell performance trend900Jun 19, 2026
Node ClassificationWisconsingraphNode Classification on Wisconsin performance trend898Jun 11, 2026
Commonsense ReasoningHellaSwagnlp897Jun 29, 2026
Image ClassificationMNIST (test)computer visionImage Classification on MNIST (test) performance trend894Mar 12, 2026
Multimodal UnderstandingMMBenchmultimodalMultimodal Understanding on MMBench performance trend887Jun 30, 2026
Composed Image RetrievalCIRR (test)computer visionnlpComposed Image Retrieval on CIRR (test) performance trend887Jul 7, 2026
Mathematical ReasoningMATHllm chat instructionnlpMathematical Reasoning on MATH performance trend882Apr 14, 2026
Multi-task Language UnderstandingMMLUnlpllm chat instructionMulti-task Language Understanding on MMLU performance trend881Apr 21, 2026
Image Super-ResolutionManga109computer visionImage Super-Resolution on Manga109 (PSNR, SSIM) performance trend875May 26, 2026
Image ClassificationImageNet-1K (val)computer visionImage Classification on ImageNet-1K (val) (Accuracy) performance trend871Jun 11, 2026
Time Series ForecastingETTh1tabular time seriesTime Series Forecasting on ETTh1 performance trend869Jun 24, 2026