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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 185 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object ClassificationModelNet10 (test)computer vision80Jun 24, 2026
Machine ComprehensionCNN (val)nlp80Feb 26, 2026
Text RecognitionStreet View Text (SVT)computer vision80Feb 26, 2026
Survival PredictionBLCAbio medicaltabular time series80Jun 24, 2026
Survival PredictionBRCAbio medicaltabular time series80Jun 24, 2026
Visual subfield coverage optimizationPsychophysically validated phosphene model simulationcomputer visionbio medical80Feb 26, 2026
Image ClassificationN-MNIST (test)computer vision80Apr 23, 2026
Knowledge Graph CompletionWN18 (test)graph80Feb 26, 2026
Semantic SegmentationPST900 (test)computer visionSemantic Segmentation on PST900 (test) performance trend80May 1, 2026
Word Embedding RetrievalWord Embeddings (test)nlpretrieval search rag80Feb 26, 2026
Image ClassificationCross-domain Benchmark (AIR, CAL, CAR, DTD, EUR, FLWR, FOOD, PETS, SUN, UCF) (test)computer vision80Mar 24, 2026
Video UnderstandingMLVUcomputer visionVideo Understanding on MLVU performance trend80Mar 27, 2026
Uncertainty EstimationMBPPnlp79Jun 9, 2026
Uncertainty EstimationHumanEvalnlp79Jun 9, 2026
Uncertainty EstimationAPPS Interviewnlp79Jun 9, 2026
Uncertainty EstimationAPPS Intronlp79Jun 9, 2026
Language ModelingOWT (test)nlp79May 26, 2026
Machine TranslationWMT General 2025nlp79Jun 9, 2026
All-cause mortality predictionClalit Health Services (test)bio medicaltabular time series79May 19, 2026
Object HallucinationPOPEcomputer visionmultimodal79Jul 7, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp79May 29, 2026
Node ClassificationQuestionsgraphNode Classification on Questions (accuracy) performance trend79Jun 23, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlpMathematical Reasoning on AIME 2025 (Pass@1, #Tokens) performance trend79Jun 12, 2026
Vision Model MergingVision Model Merging 8 taskscomputer vision79Jun 18, 2026
Multimodal EmbeddingMMEBmultimodalnlp+179Jun 12, 2026