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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 473 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text-to-MotionKIT-MLcomputer visionnlp44Apr 28, 2026
Instruction-guided image editingGEdit-Bench EN Full setimage generation editingnlp44Jun 11, 2026
Spatial Reasoning (Multi-Image)MMSI-Benchcomputer visionnlp44May 27, 2026
Egocentric daily-task planningEgoPlanBench2robotics embodied ai44Apr 24, 2026
Proof-of-Vulnerability (PoV) GenerationMagmaadversarial safety security44Feb 26, 2026
Jailbreak DefenseHarmBench and AdvBench (test)adversarial safety security44Feb 26, 2026
Large Language Model EvaluationOpen PL LLM Leaderboard instruction-tunedllm chat instruction44Feb 26, 2026
Safety EvaluationMalicious Instructadversarial safety security44May 4, 2026
Dialogue SegmentationDialSeg711nlp44Jun 1, 2026
Factuality CorrectionBIO (test)nlp44Feb 26, 2026
Prompt classificationSimpSTadversarial safety securityllm chat instruction44Jul 8, 2026
Automatic Speech RecognitionVoxPopulispeech audioAutomatic Speech Recognition on VoxPopuli performance trend44Jun 18, 2026
Long-Context RetrievalRULERretrieval search ragllm chat instruction44May 22, 2026
Math ReasoningOlympiadBenchllm chat instructionnlp44Apr 8, 2026
Personalized Reward ModelingPRISM Personalizedllm chat instruction44Feb 26, 2026
Multi-agent CooperationSimple_Tag 6 agentsrobotics embodied ai44Jul 7, 2026
Text2SQLBIRD (dev)code developer ainlp44Mar 18, 2026
Multi-hop RetrievalHotpotQAretrieval search ragnlp44May 13, 2026
Sequential RecommendationAmazon Toys (test)tabular time series44Jun 30, 2026
Interactive Tool-Use Agent PerformanceVitaBenchagents tool use44May 19, 2026
Conditional Shapley value estimationWine M=11tabular time series44Feb 26, 2026
Conditional Shapley value estimationAbalone cont (M=7)tabular time series44Feb 26, 2026
Question AnsweringARC Easynlp44Feb 26, 2026
Information RetrievalFIQA BEIR (test)retrieval search rag44May 21, 2026
Goal-oriented DialogueMoviellm chat instructionnlp44Apr 15, 2026