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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 1940 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Referring Expression SegmentationMeViS (val-u)computer visionmultimodal18Feb 26, 2026
Online Test-Time Adaptation11 VLM Downstream Datasets (ImageNet, SUN397, FGVC-Aircraft, EuroSAT, Stanford Cars, Food-101, Oxford-IIIT Pets, Oxford Flowers 102, Caltech-101, DTD, UCF-101) v1 (test)computer visiontabular time series18Feb 26, 2026
H2 AssessmentHONESTadversarial safety security18Feb 26, 2026
Multi-View Pose EstimationScanNet supervised (test)3d vision geometry18Feb 26, 2026
SummarizationCNNnlp18Feb 26, 2026
Clock ReadingCOCO, OpenImages, and Clock Movies Averaged (test)computer vision18Feb 26, 2026
Knowledge-based Visual Question AnsweringOKVQA (test)multimodalnlp18Jun 15, 2026
Causal DiscoveryMECD (test)tabular time series18Feb 26, 2026
Tabular ClassificationNUM (L) (test)tabular time series18Feb 26, 2026
Agent Task PerformanceAgentDojo Bankingagents tool use18Feb 26, 2026
Robot ManipulationCALVIN ABC->D 1.0robotics embodied ai18Feb 26, 2026
Action RecognitionNTU-60 (x-view)computer vision18Mar 12, 2026
Image Semantic EditingPIE-Bench (test)image generation editingcomputer vision18Feb 26, 2026
Prompt Harmfulness ClassificationWILDGUARD (test)adversarial safety security18May 29, 2026
Safety ModerationWILDJAILBREAK (val)adversarial safety security18Feb 26, 2026
VerificationSimulation Distribution Shift (test)speech audiocomputer vision18Feb 26, 2026
VerificationSimulation In Distribution (test)speech audiocomputer vision18Feb 26, 2026
Node ClassificationChameleon Dense Filteredgraph18Feb 26, 2026
Language IdentificationML-SUPERB 10-min Normalnlp18Feb 26, 2026
Boolean Question AnsweringBoolQnlp18Feb 26, 2026
Abstractive SummarizationMeetingBank (test)nlp18Feb 26, 2026
Camera pose estimationTUM-dynamics (test)3d vision geometrycomputer vision18Jun 30, 2026
Text-to-Image PersonalizationDreamBooth original (test)image generation editingnlp18Feb 26, 2026
link predictionTexasgraph18May 12, 2026
Private Transformer Inference EfficiencyTransformer Block BERT-base settingsadversarial safety security18Feb 26, 2026