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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 1248 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Interactive Decision-makingScienceWorld Unseen (test)robotics embodied ai24Feb 26, 2026
Sarcasm DetectionSemEval 2018nlp24Feb 26, 2026
Sarcasm DetectionIAC V2nlp24Feb 26, 2026
Sarcasm DetectionIAC V1nlp24Feb 26, 2026
Confidence Calibration in Retrieval-Augmented GenerationBamboogle k=5 OOD (test)retrieval search ragnlp24Feb 26, 2026
Confidence Calibration in Retrieval-Augmented GenerationNQ k=5 OOD (test)retrieval search ragnlp24Feb 26, 2026
CalibrationAverage StrategyQA, HotpotQA, NQ, Bamboogletabular time series24Feb 26, 2026
CalibrationBamboogletabular time series24Feb 26, 2026
CalibrationHotpotQAtabular time series24Feb 26, 2026
CalibrationStrategyQAtabular time series24Feb 26, 2026
Factuality CorrectionVELI5 1.0 (test)nlp24Feb 26, 2026
Factuality CorrectionBIO datasetnlp24Feb 26, 2026
Model EditingCounterFactllm chat instructionnlp24Feb 26, 2026
Scholarly Abstract GenerationLaMP Scholarnlp24Feb 26, 2026
Product Rating PredictionLaMP Ratingtabular time series24Feb 26, 2026
Movie RecommendationLaMP Movietabular time series24Feb 26, 2026
Citation RecommendationLaMP Citationnlpretrieval search rag24Feb 26, 2026
Long-context language modelingZeroSCROLLS (test)llm chat instructionnlp24Feb 26, 2026
Concept RecognitionHoIP trained on ALDcomputer vision24Feb 26, 2026
Factuality EvaluationFActScorellm chat instructionnlp24Jun 2, 2026
Binary decision taskLAPOP (test)tabular time series24Feb 26, 2026
Binary decision taskAFRO Africa (test)tabular time series24Feb 26, 2026
Binary decision taskISD India (test)tabular time series24Feb 26, 2026
Binary decision taskCGSS China (test)tabular time series24Feb 26, 2026
Binary decision taskGSS United States (test)tabular time series24Feb 26, 2026