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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 1314 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General Knowledge EvaluationCEVALllm chat instructionnlp23Jun 8, 2026
Molecular Graph GenerationMOSESgraphbio medical23Jun 4, 2026
Trajectory InferenceEB dataset 5D (test)robotics embodied ai3d vision geometry+123Mar 4, 2026
GUI InteractionScreenSpot V1agents tool userobotics embodied ai23Feb 26, 2026
EEG report generationS0001 samples with clinical contextbio medicalnlp23Feb 26, 2026
Clinical Report GenerationS0002 v1 (test)bio medicalnlp23Feb 26, 2026
Clinical Report GenerationS0001 v1 (test)bio medicalnlp23Feb 26, 2026
Reading ComprehensionDROP (test)nlp23May 26, 2026
Link PredictionMOOC (transductive)graph23May 18, 2026
Machine UnlearningTiny-ImageNet (test)adversarial safety security23May 13, 2026
Counterfactual Explanation GenerationWine Qualitycomputer visionnlp23Feb 26, 2026
Counterfactual Explanation GenerationBanknotecomputer visionnlp23Feb 26, 2026
Tabular Anomaly DetectionKDDCUP99 Smtptabular time series23Feb 26, 2026
Tabular Anomaly DetectionShuttletabular time series23Feb 26, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp23Mar 4, 2026
Mathematical reasoningGSMPlusllm chat instructionnlp23May 27, 2026
Anomaly DetectionWSD (test)tabular time series23Feb 26, 2026
Clusteringdigitstabular time series23Mar 31, 2026
Image ClassificationCIFAR-10 non-IID (α=0.1) (test)computer vision23Mar 4, 2026
Emotion ClassificationGoEmotionsnlp23May 6, 2026
Information-seekingGAIAretrieval search rag23Jul 1, 2026
Follow PredictionKuaiVideo (test)tabular time series23May 8, 2026
Collaborative FilteringTmalltabular time series23Feb 26, 2026
Generative RecommendationInstrumentsnlp23May 14, 2026
Generative RecommendationToysnlp23Feb 26, 2026