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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 2061 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Knowledge Graph Question AnsweringGrailQA Compositionalgraphnlp17Feb 26, 2026
Knowledge Graph Question AnsweringGrailQA I.I.D.graphnlp17Feb 26, 2026
Membership Inference AttackAG Newsadversarial safety security17May 26, 2026
Acceptance PredictionICLR 2024/2025 and NeurIPS 2023/2024 (test)bio medical17Feb 26, 2026
Average Rating PredictionResearch Paper Rating Dataset (test)tabular time series17Feb 26, 2026
Privacy Flow ControlCONFAIDE Tier 3 InfoFlow-Controladversarial safety security17Feb 26, 2026
Privacy Expectation EstimationCONFAIDE Tier 2 (InfoFlow-Expectation)adversarial safety security17Feb 26, 2026
Information Sensitivity EstimationCONFAIDE Tier 1 (Info-Sensitivity)adversarial safety security17Feb 26, 2026
Answer GenerationTopiOCQAnlp17Feb 26, 2026
Binary ClassificationResistance behavior dataset 5-fold CV (test)tabular time series17Feb 26, 2026
Fine-grained ClassificationResistance behavior dataset 5-fold CV (test)computer vision17Feb 26, 2026
Theory of MindTomBench OODnlp17Feb 26, 2026
Social ReasoningMotiveBench OOD (test)llm chat instructionnlp17Feb 26, 2026
Social Intelligence ReasoningCognitive Genome In-domain 1.0 (test)llm chat instructionnlp17Feb 26, 2026
Code EditingCanItEditcode developer ai17Feb 26, 2026
Code EditingAider whole formatcode developer ai17Feb 26, 2026
Code GenerationNaturalCodeBenchcode developer ai17Feb 26, 2026
Audio-Visual Deepfake DetectionFakeAVCelebmultimodalspeech audio+117May 1, 2026
Text SegmentationChoi's Dataset 3-11nlp17Feb 26, 2026
Text SegmentationChoi's Dataset (9-11)nlp17Feb 26, 2026
Text SegmentationChoi's Dataset (6-8)nlp17Feb 26, 2026
Text SegmentationChoi's Dataset (3-5)nlp17Feb 26, 2026
Automatic Speech Recognitionfleurs Tamilspeech audio17Mar 18, 2026
Agentic Tool-useτ2-Bench (Tau-bench) Retail and Telecomagents tool use17Feb 26, 2026
Question AnsweringDROP nflnlp17Feb 26, 2026