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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 209 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image GenerationSTL-10image generation editingImage Generation on STL-10 performance trend73May 13, 2026
Out-of-distribution DetectionCIFAR-10 in-distribution LSUN out-of-distribution (test)computer visiontabular time series73Feb 26, 2026
Named Entity RecognitionACE05nlp73Jun 18, 2026
Semantic SegmentationSIFT Flow (test)computer visionSemantic Segmentation on SIFT Flow (test) performance trend73Feb 26, 2026
Gesture RecognitionWiGesture Datasetcomputer vision73Feb 26, 2026
LLM Alignment EvaluationArena-Hardllm chat instructionadversarial safety securityLLM Alignment Evaluation on Arena-Hard performance trend73Apr 14, 2026
Action RecognitionNTU 60 (55/5 split)computer vision73Apr 21, 2026
Multi-label ClassificationVOC 07computer visionnlp+273May 28, 2026
Jailbreak AttackAdvBench (test)adversarial safety security73Mar 4, 2026
Image ClassificationCars (test)computer vision73May 25, 2026
Vector Similarity CalculationN-dimensional Global Descriptorsgraph72Jul 9, 2026
Object Hallucination ProbingStyle-POPE Popularcomputer visionnlp72Jul 7, 2026
ImputationSuperconductivity (MAR)tabular time series72Jul 7, 2026
ImputationSuperconductivity (MCAR)tabular time series72Jul 7, 2026
RecommendationRecGames1tabular time series72Jul 7, 2026
Certifiable Acceptance Length EstimationQwen3-4Bllm chat instruction72Jun 30, 2026
Robot ManipulationMimicGen 3-Part Assembly D2robotics embodied ai72Jun 19, 2026
UGV Mission PlanningUGV Mission Planning Simulationrobotics embodied ai72Jun 16, 2026
Astronomical Source DetectionLAMOST-DET (test)computer visionbio medical72Jun 9, 2026
Sequence ReconstructionSynthetic data L = 110bio medical72Jun 8, 2026
RUL predictionN-CMAPSStabular time series72Jun 2, 2026
Constrained Hyperparameter Optimization9 Tabular HPO Benchmarks HPOlib, NAS-Bench-101, NAS-Bench-201miscellaneous72Jun 2, 2026
Mathematical ReasoningAIME24 v1 (test)llm chat instructionnlp72Jun 2, 2026
Video CodingVVC Common Test Condition (CTC) VTM-6.0 (A1 A2 B C E)video generation editing72Jun 2, 2026
AnnotationAnnotation Task Suite Toxicity and Safety Domains (various)computer vision72Jun 2, 2026