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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 1765 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Aspect-based Sentiment AnalysisSemEval Restaurant 2014 (All)nlp19Feb 26, 2026
Node ClassificationFilm (10 splits)graph19Feb 26, 2026
Named Entity RecognitionCoNLL English 2003 (val)nlp19Feb 26, 2026
Novel View SynthesisForward-facing scenes3d vision geometry19Feb 26, 2026
Open-domain question answeringNatural Questionsnlpretrieval search rag19Feb 27, 2026
Open-domain question answeringTriviaQAnlpretrieval search rag19Feb 27, 2026
Open-set knowledge retrievalKAMELretrieval search rag19Feb 27, 2026
Open-set knowledge retrievalGoogle RE (UHN)retrieval search rag19Feb 27, 2026
Open-set knowledge retrievalGoogle RE (All)retrieval search rag19Feb 27, 2026
Open-set knowledge retrievalT-REx (Hard)retrieval search rag19Feb 27, 2026
Open-set knowledge retrievalT-REx (UHN)retrieval search rag19Feb 27, 2026
Open-set knowledge retrievalT-REx (All)retrieval search rag19Feb 27, 2026
Text-to-image synthesis evaluation (Human Correlation - Overall)PaintSkillsimage generation editing19Feb 26, 2026
Text-to-image synthesis evaluation (Human Correlation - Overall)DrawBenchimage generation editing19Feb 26, 2026
Object ClassificationScanObjectNN PB_T50_RS v1.0computer vision19Feb 26, 2026
Information RetrievalTREC DL 2019 (test)retrieval search rag19May 15, 2026
Anomaly DetectionCAD-SD (test)tabular time series19Feb 26, 2026
Knowledge Graph ReasoningFB15k-237graph19Jun 18, 2026
Question AnsweringRACE-Cnlp19Feb 26, 2026
Image ClassificationImageNet 1k V2 (test)computer vision19Feb 26, 2026
Depth EstimationGated Stereo Day 1.0 (test)3d vision geometry19Feb 26, 2026
Depth EstimationGated Stereo Night 1.0 (test)3d vision geometry19Feb 26, 2026
Text-to-video RetrievalCharades (test)multimodalretrieval search rag19Feb 26, 2026
Node ClassificationCora (test)graph19Feb 26, 2026
Generalized Few-Shot Semantic SegmentationCOCO 20^i (test)computer vision19Feb 26, 2026