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Benchmarks

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

309,131 benchmarksPage 6 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNet-Rcomputer visionImage Classification on ImageNet-R performance trend622Jul 2, 2026
Visual Question AnsweringChartQAmultimodalcomputer vision+1Visual Question Answering on ChartQA performance trend620Jul 8, 2026
Video Instance SegmentationYouTube-VIS 2019 (val)computer visionVideo Instance Segmentation on YouTube-VIS 2019 (val) performance trend620Jun 19, 2026
Image ClassificationDTDcomputer visionImage Classification on DTD performance trend610Jun 4, 2026
Node ClassificationCoragraphNode Classification on Cora (Accuracy Focus) performance trend609Jun 4, 2026
Text-to-Image RetrievalFlickr30Kmultimodalretrieval search ragText-to-Image Retrieval on Flickr30K performance trend607Jun 30, 2026
Image GenerationImageNet 256x256image generation editingImage Generation on ImageNet 256x256 performance trend606Jul 3, 2026
3D Human Pose EstimationMPI-INF-3DHP (test)3d vision geometrycomputer vision3D Human Pose Estimation on MPI-INF-3DHP (test) performance trend606May 13, 2026
Action RecognitionNTU RGB+D 60 (cross-view)computer visionAction Recognition on NTU RGB+D 60 (cross-view) performance trend601Jun 2, 2026
Mathematical ReasoningMATH 500llm chat instructionnlpMathematical Reasoning on MATH 500 (Acc, SL, SE) performance trend600Jun 19, 2026
Long-term Time Series ForecastingETTh1tabular time series600Jun 26, 2026
Image ClassificationImageNet-1kcomputer visionImage Classification on ImageNet-1k performance trend600Mar 27, 2026
node classificationActorgraphNode Classification on Actor performance trend598Jun 25, 2026
Image ClassificationClothing1M (test)computer vision598May 4, 2026
Question AnsweringARC EasynlpQuestion Answering on ARC Easy (Accuracy) performance trend597Jun 5, 2026
Multivariate Time Series ForecastingETTm2tabular time series593Jun 25, 2026
Medical Question AnsweringMedMCQAbio medicalnlpMedical Question Answering on MedMCQA performance trend591Jul 1, 2026
Natural Language InferenceRTEnlpNatural Language Inference on RTE performance trend590May 28, 2026
Image ClassificationFood-101computer vision590Jul 2, 2026
Mathematical ReasoningMATH 500llm chat instructionnlpMathematical Reasoning on MATH 500 (ACC, LEN, delta_LEN) performance trend589Jun 26, 2026
Question AnsweringPIQAnlpQuestion Answering on PIQA (Accuracy) performance trend589Jul 7, 2026
Semantic SegmentationGTA5 → Cityscapes (val)computer visionSemantic Segmentation on GTA5 → Cityscapes (val) performance trend586Mar 18, 2026
Image ClassificationCIFAR10 (test)computer vision585Feb 26, 2026
Fine-grained Image ClassificationCUB200 2011 (test)computer visionFine-grained Image Classification on CUB200 2011 (test) performance trend585Jun 30, 2026
Text-to-image generationGenEvalimage generation editingText-to-image generation on GenEval (Detailed Compositional Metrics) performance trend581Jul 7, 2026