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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 803 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Graph LearningCOCO-SPgraph31Jun 4, 2026
Graph LearningVOC-SPgraph31Jun 4, 2026
Graph LearningCLUSTERgraph31Jun 4, 2026
Graph LearningPATTERNgraph31Jun 4, 2026
Sphere Kissing ProblemSphere Kissing Problemmiscellaneous31Jun 4, 2026
Large Language Model Pruning CalibrationOIT-PC Evaluation Suitellm chat instruction31Jun 4, 2026
PDE SolvingDarcy flow (val)miscellaneous31Jun 4, 2026
General Language UnderstandingNLU Suite (MMLU, SST-2, AGNews, 20News, MNLI, SNLI)nlp31Jun 4, 2026
Concept ErasureGCD v1.4 (test)computer visionnlp31Jun 2, 2026
Object ErasureCIFAR-10 v1 (test)computer vision31Jun 2, 2026
Image-to-textCOCOmultimodalcomputer vision+131Jun 2, 2026
Zero-shot General EvaluationZero-shot Task Suite (HellaSwag, MathQA, MMLU, OpenBookQA, WinoGrande, GSM8K, HumanEval)llm chat instructionnlp+131Jun 2, 2026
Image CompressionKodakcomputer vision31May 29, 2026
Closed-loop motion planningnuPlan 14-Hard (test)robotics embodied ai31Jun 9, 2026
Automatic Speech RecognitionUIT-ViMD (test)speech audio31May 28, 2026
General Multimodal UnderstandingMMMU Promultimodalcomputer vision+131Jun 9, 2026
Defocus DeblurringDPDD (test)computer vision31Jul 8, 2026
Knowledge Graph Question AnsweringQALD-10en Wikidata-based (test)graphnlp31Jun 2, 2026
Knowledge Graph Question AnsweringSimpleQA Freebase-based (test)graphnlp31Jun 2, 2026
Entity Regression (study-adverse)rel trialbio medicaltabular time series31Jun 9, 2026
Adversarial AttackImageNet-1K ILSVRC 2012adversarial safety securitycomputer vision31May 21, 2026
Audio-visual understandingAudio-visual understanding evaluation suite (WorldSense, Daily-Omni, OmniVideoBench, Video-MME, and LVOmniBench) (test)multimodalspeech audio+131May 20, 2026
Language adaptationGaliciannlp31May 20, 2026
Multimodal Capability EvaluationMMStarmultimodal31Jun 26, 2026
ClassificationSyntheticcomputer visionnlp+331Jun 1, 2026