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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 414 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Panoptic video scene graph generationOpenPVSG v1 (test)computer vision48Apr 28, 2026
Boundary DetectionNYUD v2computer vision48Jun 16, 2026
Vision-Language Model EditingFVQA 1.0 (test)multimodalcomputer vision+148Feb 26, 2026
VLM EditingA-OKVQA 2022 (test)multimodalimage generation editing48Feb 26, 2026
Motion-to-TextHumanML3D (test)computer visionnlpMotion-to-Text on HumanML3D (test) performance trend48Apr 24, 2026
Video UnderstandingVideoMME, EgoSchema, LongVideoBench, MVBenchcomputer vision48Feb 27, 2026
Image GenerationImageNet-1K 256x256image generation editing48Jul 3, 2026
ClassificationRoadside LiDAR dataset (test)computer visionnlp+348Feb 26, 2026
Image ClassificationCIFAR-100computer vision48Feb 26, 2026
Image ClassificationCIFAR-10computer vision48Feb 26, 2026
Imprint Forgery AttackSDP prompt v1 (val)adversarial safety security48Feb 26, 2026
Top-k popular visited locations selectionFoursquare check-in Top-3 popular visited locationstabular time series48Feb 26, 2026
Multiple Choice Question AnsweringARC Challengenlp48Apr 27, 2026
Code GenerationBigCodeBench-Instruct Hardcode developer ai48Mar 16, 2026
Code GenerationBigCodeBench-Instruct (Full)code developer ai48Mar 16, 2026
Safety ClassificationSafeRLHFadversarial safety security48Apr 21, 2026
Knowledge ReasoningGPQAnlpgraph48Jun 5, 2026
Code GenerationFullStackBenchcode developer ai48May 27, 2026
Mathematical ReasoningAIMEllm chat instructionnlp48Feb 26, 2026
Mathematical ReasoningMATH-500llm chat instructionnlp48Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp48Feb 26, 2026
Jailbreak AttackShadowRiskadversarial safety security48Feb 26, 2026
Jailbreak AttackAdvBench 50adversarial safety security48Jul 7, 2026
Text-to-SQLScience Benchmarknlpcode developer ai48Jun 15, 2026
Dialogue GenerationCONVAI2llm chat instructionnlp48May 21, 2026