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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 627 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Physical Commonsense ReasoningPIQAnlp36Jun 18, 2026
Multi-agent Scenario GenerationnuScenesrobotics embodied aiagents tool use36Jun 5, 2026
3D Path PlanningTurbulent Flow Simulation Environment (test)3d vision geometryrobotics embodied ai36Jun 5, 2026
Knowledge-conflict Question AnsweringTriviaQA CF-RAGretrieval search ragnlp36Jun 5, 2026
Knowledge-conflict Question AnsweringPopQA CF-RAGretrieval search ragnlp36Jun 5, 2026
Knowledge-conflict Question AnsweringNQ Swapretrieval search ragnlp36Jun 5, 2026
Character ProbingARCANE In-Scenario The Underdogs, East Lynne (low-popularity unvalidated)llm chat instructionnlp36Jun 5, 2026
Character RoleplayARCANE validated slice 5 novels (Overall)llm chat instruction36Jun 5, 2026
Character RoleplayARCANE validated slice (5 novels) (Out-of-world)llm chat instruction36Jun 5, 2026
Character RoleplayARCANE validated slice (5 novels) (In-world)llm chat instruction36Jun 5, 2026
Character RoleplayARCANE validated slice (5 novels) (In-Scenario)llm chat instruction36Jun 5, 2026
SLAMICL-NUIM and Real-world Trajectories3d vision geometry36Jun 5, 2026
Question AnsweringLongBench V1nlp36Jun 4, 2026
Gradient Inversion AttackMNIST (test)adversarial safety security36Jun 4, 2026
Novel View SynthesisGlossy Blender3d vision geometry36Jun 4, 2026
Motion EstimationMOT17, MOT20, SoccerNet, DanceTrack Combined (test)computer vision3d vision geometry36Jun 4, 2026
Flare Removal Quality AssessmentLL-Bench (test)computer vision36Jun 2, 2026
Agent Safety EvaluationToolEmuagents tool useadversarial safety security36Jun 2, 2026
Image ClassificationImageNet-C severity level 5, continual settingcomputer vision36Jun 2, 2026
Image ClassificationImageNet-C Severity 5 Episodic (val)computer vision36Jun 2, 2026
Deepfake DetectionDF40 Averagecomputer visionadversarial safety security36Jun 2, 2026
Deepfake DetectionDF40 (FE)computer visionadversarial safety security36Jun 2, 2026
Deepfake DetectionDF40 (EFS)computer visionadversarial safety security36Jun 2, 2026
Instruction FollowingIFEvalllm chat instruction36Jun 2, 2026
Multi-turn ConversationMT-Benchllm chat instruction36Jun 2, 2026