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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 190 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Open-Domain Question AnsweringMS-MARCOnlpretrieval search rag78Jun 11, 2026
Long-context ReasoningLoCoMollm chat instructionLong-context Reasoning on LoCoMo performance trend78Jun 19, 2026
Question Answering5 QA tasksnlp78Feb 26, 2026
Object ClassificationModelNet40computer vision78Jun 15, 2026
Image RegistrationLearn2Reg Abdomen CT-CT (val)computer vision3d vision geometry78May 22, 2026
Image ClassificationImageNet-1Kcomputer vision78Feb 26, 2026
Classic Image Super-ResolutionBSDS100 (test)computer vision78Feb 26, 2026
Gait RecognitionCCGR (test)computer vision78Feb 26, 2026
Multimodal ConversationLLaVA-Bench Wildllm chat instructionmultimodal78May 27, 2026
Motion MagnificationReal-world (test)computer vision78Feb 26, 2026
Anomaly DetectionAPTOS (test)tabular time series78Mar 26, 2026
Referring Expression SegmentationRefCOCOg (test-u)computer visionmultimodal78Jun 4, 2026
Multimodal Sentiment AnalysisSIMS (test)multimodalnlp78Mar 11, 2026
Hierarchical Text ClassificationWOSnlp78Apr 20, 2026
Image ClassificationFGVCcomputer vision78Jun 26, 2026
Topic ClassificationAGNewsnlp78Jun 4, 2026
Action RecognitionHMDB51computer vision78Feb 26, 2026
Fine-grained Image ClassificationCUBcomputer vision78Jun 29, 2026
ClassificationColoncomputer visionnlp+378May 6, 2026
Offline Reinforcement LearningD4RL AntMazerobotics embodied aiOffline Reinforcement Learning on D4RL AntMaze performance trend78Jun 11, 2026
Slide-level classificationCAMELYON16bio medicalcomputer visionSlide-level classification on CAMELYON16 performance trend78May 7, 2026
Image ClassificationCIFAR-10-LT IF 100computer vision78Jul 8, 2026
Image Compressed SensingBSDS100 (test)computer vision78Feb 26, 2026
Few-Shot SegmentationCOCO-20^icomputer vision78Jul 1, 2026
Automatic Speech RecognitionWenetSpeech Meeting (test)speech audio78May 25, 2026