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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 2134 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mixture separationgated-pool DLBCLbio medicaltabular time series16Jun 9, 2026
Mixing matrix estimationWine Semi-synthetictabular time series16Jun 9, 2026
Mixing matrix estimationDigits Semi-synthetictabular time series16Jun 9, 2026
Bayesian Optimal Experimental DesignStructured Cascademiscellaneous16Jun 9, 2026
Sycophancy DetectionSocial Sycophancy (Held-out)llm chat instructionnlp16Jun 8, 2026
Multi-view ReasoningBLINKcomputer vision3d vision geometry16Jun 8, 2026
Pneumonia ClassificationPneumoniaMNIST v1 (test)bio medicalcomputer vision16Jun 8, 2026
Jailbreak DetectionAdvBench Vicuna-7Badversarial safety security16Jun 8, 2026
Jailbreak DetectionAdvBench Mistral-7Badversarial safety security16Jun 8, 2026
Jailbreak DetectionAdvBench Llama3-8Badversarial safety security16Jun 8, 2026
Machine-generated Text DetectionDetectRL Mixing Attacknlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Perturbation Attacknlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Paraphrase Attacknlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Prompt Attacknlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Direct Attacknlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Llama-2nlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL PaLM-2nlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL Claudenlp16Jun 8, 2026
Machine-generated Text DetectionDetectRL GPT-3.5nlp16Jun 8, 2026
Noisy-label detectionCIFAR-10tabular time series16Jun 8, 2026
Zero-shot Voice CloningSeed-TTS-Eval zh (test)speech audio16Jun 8, 2026
Zero-shot Voice CloningSeed-TTS-Eval en (test)speech audio16Jun 8, 2026
Video Temporal GroundingSVHighlights (test)computer visionnlp16Jun 8, 2026
Automatic Speech RecognitionERJ 1.0 (non-native)speech audio16Jun 8, 2026
Agent task executionSkillsBench 11 domainsagents tool usellm chat instruction16Jun 8, 2026