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Benchmarks

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

309,131 benchmarksPage 16 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAIME 2024llm chat instructionnlpMathematical Reasoning on AIME 2024 performance trend370Mar 25, 2026
Long-context Language ModelingLongBenchllm chat instructionnlp369Jun 30, 2026
Video UnderstandingVideoMMEcomputer visionVideo Understanding on VideoMME (Length Segmentation) performance trend369Jul 1, 2026
Salient Object DetectionDUTS (test)computer visionSalient Object Detection on DUTS (test) performance trend368Jun 19, 2026
Super-ResolutionManga109computer visionSuper-Resolution on Manga109 performance trend368May 26, 2026
Class-conditional image generationImageNet 256x256 (train)image generation editing367Jun 11, 2026
Object HallucinationPOPE Adversarialcomputer visionmultimodalObject Hallucination on POPE Adversarial performance trend367Jun 11, 2026
Commonsense ReasoningCSQAnlpCommonsense Reasoning on CSQA performance trend366Feb 26, 2026
Image ClassificationImageNetcomputer visionImage Classification on ImageNet (Top-1 Accuracy) performance trend366Mar 10, 2026
Action RecognitionSomething-Something V2computer visionAction Recognition on Something-Something V2 performance trend363May 12, 2026
Link PredictionFB15k-237graphLink Prediction on FB15k-237 performance trend363Jun 19, 2026
Time Series ForecastingETTm1tabular time series363Jun 1, 2026
Image ClassificationCIFAR-100computer visionImage Classification on CIFAR-100 (Accuracy) performance trend362Jun 26, 2026
3D Object DetectionScanNet V2 (val)3d vision geometrycomputer vision3D Object Detection on ScanNet V2 (val) performance trend361Apr 10, 2026
Semantic SegmentationPASCAL Context (val)computer visionSemantic Segmentation on PASCAL Context (val) performance trend360Apr 3, 2026
Multivariate ForecastingETTh2tabular time series359May 12, 2026
Image ClassificationVTAB 1kcomputer visionImage Classification on VTAB 1k performance trend359Jul 9, 2026
Mathematical ReasoningAIME 24llm chat instructionnlpMathematical Reasoning on AIME 24 (Accuracy, Tokens) performance trend358Jun 18, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp358Feb 26, 2026
Action RecognitionNTU RGB-D Cross-Subject 60computer visionAction Recognition on NTU RGB-D 60 (Cross-Subject) performance trend358Jun 2, 2026
Part SegmentationShapeNetPart (test)computer visionPart Segmentation on ShapeNetPart (test) performance trend358Jun 15, 2026
Science Question AnsweringScienceQA IMGnlpbio medical357Jul 9, 2026
Image ClassificationOffice-31computer visionImage Classification on Office-31 performance trend357Jun 8, 2026
Action RecognitionUCF101 (mean of 3 splits)computer visionAction Recognition on UCF101 (mean of 3 splits) performance trend357Feb 26, 2026
Image RetrievalFlickr30k (test)retrieval search ragcomputer visionImage Retrieval on Flickr30k (test) performance trend357Jun 11, 2026