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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 610 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNet source to 10 fine-grained target datasets (test)computer vision37May 12, 2026
Temporal Forgery LocalizationLAV-DF (test)computer vision37Jul 7, 2026
General EvaluationAggregate Benchmarksllm chat instruction37May 13, 2026
User Badge PredictionRel Stack User Badgetabular time series37May 25, 2026
Multimodal Perception EvaluationMME-Pmultimodalcomputer vision37May 27, 2026
Autonomous Driving PlanningNAVSIM v2robotics embodied ai37Jun 30, 2026
KnowledgeGPQA 0-shotnlp37Mar 4, 2026
KnowledgeMMLU-Pro 5-shotnlp37Mar 4, 2026
Multimodal RetrievalMMEB Image V2retrieval search ragmultimodal37Jun 11, 2026
Code GenerationLiveCodeBench (LCB)code developer ai37Jun 17, 2026
Node classificationWalmartgraph37May 12, 2026
Truthful Question AnsweringTruthfulQAllm chat instructionnlp37Jun 24, 2026
Survival PredictionTCGA GBM-LGG Internal (test)bio medicaltabular time series37Mar 12, 2026
Numerical OptimizationCEC 50 dimensions 2017miscellaneous37May 12, 2026
ReasoningBigBenchHardllm chat instructionnlp37Jul 7, 2026
Unified Multi-task Language Understanding and Instruction FollowingOpen LLM Leaderboard v1 (test)llm chat instructionnlp37Jun 5, 2026
Image ClassificationCIFAR100computer vision37Apr 21, 2026
ImputationElectricitytabular time series37Mar 13, 2026
Medical Image SegmentationMoNuSegbio medicalcomputer vision37Jul 3, 2026
Image ClassificationCIFAR-100 Dir-0.5computer vision37Apr 21, 2026
Aspect-based Sentiment AnalysisREST 2014 (test)nlp37May 21, 2026
Face Forgery DetectionFaceShifter HQ (FSh)computer vision37Mar 4, 2026
Unconditional image generationCelebA-HQ 256x256image generation editing37May 18, 2026
Interactive Decision MakingWebShop (test)robotics embodied ai37May 19, 2026
Super-ResolutionRASMDcomputer vision37Feb 26, 2026