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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 1998 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Maximizing Coverage Location InterdictionMCLIP50 synthetic (test)miscellaneous17May 27, 2026
Maximizing Coverage Location InterdictionMCLIP20 synthetic (test)miscellaneous17May 27, 2026
Laparoscopic Liver Landmark DetectionP2ILFcomputer visionbio medical17May 27, 2026
Laparoscopic Liver Landmark DetectionL3Dcomputer visionbio medical17May 27, 2026
Laparoscopic Liver Landmark DetectionL3D-2Kcomputer visionbio medical17May 27, 2026
Object RecognitionPASCAL (test)computer vision17May 27, 2026
Multi-object recognitionCOCO (val)computer vision17May 27, 2026
Code GenerationHumanEvalcode developer ai17Jul 8, 2026
Constrained Location Routing ProblemCLRP100 Syntheticmiscellaneous17May 27, 2026
Constrained Location Routing ProblemCLRP50 Syntheticmiscellaneous17May 27, 2026
Constrained Location Routing ProblemCLRP20 Syntheticmiscellaneous17May 27, 2026
Safety ControlMacro Metrics Aggregate across LLMsadversarial safety security17May 26, 2026
Safety ControlEvil-Alpaca 3B L3.2adversarial safety security17May 26, 2026
Safety ControlDeepSeek-R1-Distill-Qwen-1.5Badversarial safety security17May 26, 2026
Safety ControlDialoGPT largeadversarial safety security17May 26, 2026
Safety ControlBlackSheep Llama3.2-3Badversarial safety security17May 26, 2026
Nudity ErasureRing-A-Bellimage generation editingadversarial safety security17May 27, 2026
Pairwise Preference PredictionDyCoBench-1K Overall Preferencerobotics embodied ai17May 26, 2026
Pairwise Preference PredictionDyCoBench-1K Multiple Criteriarobotics embodied ai17May 26, 2026
Pairwise Preference PredictionDyCoBench-1K Single Criterionrobotics embodied ai17May 26, 2026
Text-to-Image Preference PredictionCross-domain Aggregateimage generation editingnlp17May 26, 2026
Text-to-Image Preference PredictionHPD v3image generation editingnlp17May 26, 2026
Text-to-Image Preference PredictionPick-a-Picimage generation editingnlp17May 26, 2026
Text-to-Image Preference PredictionImageRewardimage generation editingnlp17May 26, 2026
Traveling Salesman ProblemTSP1000 Uniform distribution, scale ≤ 1,000miscellaneous17May 26, 2026