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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 1626 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Robustness against harmful content generationLMSYS-MF attacksadversarial safety securityllm chat instruction20Feb 26, 2026
Memorization ReductionGSM8Kllm chat instructionadversarial safety security20Feb 26, 2026
Memorization ReductionUltrachatllm chat instructionadversarial safety security20Feb 26, 2026
N-1 Reliability AnalysisN-1 (test)tabular time series20Feb 26, 2026
Physical ReasoningPIQArobotics embodied aicomputer vision+120Feb 26, 2026
Cloze-style completionLambada OpenAInlp20Feb 26, 2026
Seizure Onset Zone LocalizationEpilepsy-iEEG-Multicenter (Patient-wise)bio medicaltabular time series20Feb 26, 2026
Synthetic Sequence ModelingSynthetic Tasks Dataset (test)tabular time series20Feb 26, 2026
Irregular Time Series ClassificationMIMIC-IIItabular time series20Apr 15, 2026
Irregular Time Series ClassificationPhysioNettabular time series20Apr 15, 2026
RAG Question AnsweringMusiqueretrieval search ragnlp20Feb 26, 2026
RAG Question AnsweringNQ (Natural Questions)retrieval search ragnlp20Feb 26, 2026
RAG Question AnsweringHotpotQAretrieval search ragnlp20Feb 26, 2026
Sequential RecommendationInstrumenttabular time series20Feb 26, 2026
Short Video RecommendationRecIF-Bench Short Video Rectabular time series20Feb 26, 2026
RecommendationGoodreadstabular time series20May 11, 2026
Sequential RecommendationInstrumentstabular time series20Mar 30, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag20Feb 26, 2026
Question AnsweringHotpotQAnlp20Feb 26, 2026
Reciprocal RecommendationSpeed Dating Experiment Datagraph20Feb 26, 2026
Sequential RecommendationToystabular time series20Feb 26, 2026
RetrievalOverall (Average)retrieval search rag20Jun 23, 2026
Top-K RecommendationBeauty (test)tabular time series20Jun 1, 2026
Information RetrievalNQ BEIRretrieval search rag20Feb 26, 2026
Multimodal RecommendationArts, Crafts & Sewingmultimodalnlp20Feb 26, 2026