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Benchmarks

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

309,131 benchmarksPage 872 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal ReasoningO3-BENCH (test)multimodalnlp30Feb 26, 2026
LocalizationRefCOCO (testB)computer vision30Apr 6, 2026
LocalizationRefCOCO (testA)computer vision30Apr 6, 2026
LocalizationRefCOCO (val)computer vision30Apr 6, 2026
Scene Text UnderstandingOCRBenchcomputer visionnlp30Jul 7, 2026
ClassificationForest River South Bound (train)computer visionnlp+330Feb 26, 2026
ClassificationForest River South Bound (test)computer visionnlp+330Feb 26, 2026
ClassificationPark River North Bound (train)computer visionnlp+330Feb 26, 2026
ClassificationPark River North Bound (test)computer visionnlp+330Feb 26, 2026
Multimodal EvaluationMMEmultimodal30Jul 1, 2026
Image ClassificationImageNet-1Kcomputer vision30Feb 26, 2026
Phase retrievalFFHQcomputer vision30May 28, 2026
Relative Pose EstimationSUN3D (test)3d vision geometry30Feb 26, 2026
Relative Pose EstimationPhotoTourism (test)3d vision geometry30Feb 26, 2026
Reasoning Image EditingRISEBench 1.0 (test)image generation editingnlp30Feb 26, 2026
Object Hallucination EvaluationMSCOCO (val)multimodalcomputer vision30Jun 1, 2026
Gaussian DeblurFFHQcomputer vision30May 21, 2026
Hallucination DetectionCOCO-Caption (val)llm chat instructionnlp30Feb 26, 2026
Hallucination DetectionM-HalDetect (val)llm chat instructionnlp30Feb 26, 2026
Hallucination DetectionAMBER sampled 5kllm chat instructionnlp30Feb 26, 2026
Accuracy ImprovementImageNet (val)computer vision30Feb 26, 2026
Image RetrievalImageNet seen classes @1000retrieval search ragcomputer vision30Feb 26, 2026
Image RetrievalCIFAR-10 @1000 (seen classes)retrieval search ragcomputer vision30Feb 26, 2026
Image RetrievalImageNet @1000 15%-unseenretrieval search ragcomputer vision30Feb 26, 2026
Image RetrievalCIFAR-10 (@1000) 20%-unseenretrieval search ragcomputer vision30Feb 26, 2026