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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 109 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Language ModelingPG-19 (test)nlpLanguage Modeling on PG-19 (test) performance trend112May 19, 2026
Optical FlowSintel Final (train)computer vision112May 11, 2026
Object RecognitionPACS (leave-one-domain-out)computer visionObject Recognition on PACS (leave-one-domain-out) performance trend112Feb 26, 2026
Multi-view 3D ReconstructionModelNet40 (test)3d vision geometry112Feb 26, 2026
Domain GeneralizationTerraInccomputer visionDomain Generalization on TerraInc performance trend112Jul 3, 2026
Multimodal UnderstandingMMMU (test)multimodalMultimodal Understanding on MMMU (test) performance trend112Jul 7, 2026
ReschedulingGDB Failure Scenariostabular time series111Jun 1, 2026
Prediction-grounded correlation with accuracy differenceImageNet 100nlpcomputer vision+1111May 18, 2026
Science Question AnsweringARC Challengenlpbio medical111Jun 12, 2026
Lipschitz constant estimationLarge-scale Neural Networkscomputer vision111Apr 9, 2026
Medical Question AnsweringMMLU Medbio medicalnlp111Jun 25, 2026
Constrained Multi-objective OptimizationMWmiscellaneous111Jun 30, 2026
Temporal GroundingActivityNetcomputer visionnlp111Jun 24, 2026
ReasoningGSM8Kllm chat instructionnlpReasoning on GSM8K performance trend111Jun 30, 2026
Single-hop Question AnsweringLoCoMonlpretrieval search rag111May 26, 2026
Open-domain Question AnsweringLoCoMonlpretrieval search rag111May 26, 2026
Mathematical ReasoningMATH500 (full)llm chat instructionnlp111Feb 26, 2026
Image-to-Text RetrievalDCImultimodalretrieval search ragImage-to-Text Retrieval on DCI performance trend111Jul 2, 2026
Multimodal BenchmarkMMBench (MMB)multimodal111Jun 24, 2026
Multivariate time series predictionPEMS03tabular time series111Feb 26, 2026
Medical Image ClassificationBTCbio medicalcomputer vision111May 7, 2026
Code GenerationAPPScode developer ai111May 18, 2026
Video Super-ResolutionUDM10video generation editingcomputer vision111Jun 12, 2026
Image CaptioningFlickr30Kmultimodalcomputer vision+1Image Captioning on Flickr30K (CIDEr) performance trend111Feb 26, 2026
Spatio-temporal forecastingPEMS08 (test)tabular time series111Jun 12, 2026