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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 468 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Topic ModelingTeslaModel3nlp44Apr 15, 2026
Topic ModelingBotheringnlp44Apr 15, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+144Jun 26, 2026
Mathematical ReasoningDeepMathllm chat instructionnlp44Apr 15, 2026
Backdoor DefenseMNLI (test)adversarial safety security44Apr 14, 2026
Text ClassificationAG NEWS RoBERTa-large (test)nlp44Apr 14, 2026
Personalized Image Aesthetic AssessmentPARAcomputer visionmultimodal44Apr 21, 2026
Image ClassificationStanford Carscomputer vision44May 26, 2026
Document ParsingOmniDocBench Full v1.6nlpcomputer vision44May 28, 2026
Reference-free Conversation EvaluationCRSArena-Eval KGllm chat instructionnlp44Apr 7, 2026
Reference-free Conversation EvaluationCRSArena-Eval RDllm chat instructionnlp44Apr 7, 2026
Document Classification20 Newsgroupsnlp44Jun 2, 2026
Offline Synthetic Data GenerationAlpacallm chat instruction44Apr 2, 2026
Robot ManipulationLIBERO LONGrobotics embodied ai44Jul 7, 2026
Text-to-Image RetrievalNWPU (test)multimodalretrieval search rag44Mar 31, 2026
Image-to-Text RetrievalNWPU (test)multimodalretrieval search rag44Mar 31, 2026
HD map constructionnuScenes (val)3d vision geometrycomputer vision44Jul 1, 2026
Emotion RecognitionSEED, SEED-IV, and SEED-Vspeech audiocomputer vision+144Mar 31, 2026
VIO InitializationEuRoC (All sequences)3d vision geometryrobotics embodied ai44Mar 30, 2026
Video Temporal GroundingQVHighlightscomputer visionnlp44Jun 30, 2026
Multimodal Reward ModelingRewardBench Multimodalmultimodalllm chat instruction44May 12, 2026
Theory of Mind reasoningMMToM-QAnlp44May 28, 2026
Node ClassificationGOODCora Covariate shift, degree (test)graph44Mar 26, 2026
Mathematical ReasoningAMCllm chat instructionnlp44May 14, 2026
Digital WatermarkingCelebA (test)computer vision44May 12, 2026