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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 1084 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly ClassificationChestXraytabular time series26Feb 26, 2026
Chart Question AnsweringChartQA augmentedcomputer visionnlp26May 29, 2026
Image ClassificationCIFAR-100-C Severity 5computer vision26May 19, 2026
Image ClassificationCIFAR-100 IDN (test)computer vision26Feb 26, 2026
Image ClassificationCIFAR-10 IDN (test)computer vision26Feb 26, 2026
Image Captioningnocaps standard (test)multimodalcomputer vision+126Feb 27, 2026
Unconditional image generationLSUN Churches 256 x 256image generation editing26Apr 23, 2026
Text-to-Video RetrievalMSVD zero-shotmultimodalretrieval search rag26May 27, 2026
Dialogue Evaluation Human CorrelationTopical-Chatllm chat instructionnlp26Feb 26, 2026
Medical Object DetectionRSNA Pneumonia (stage 2)computer visionbio medical26Feb 27, 2026
Novel Scene RelightingStanford-ORB 1.0 (test)3d vision geometry26Feb 26, 2026
Mathematical ReasoningMetaMathQA (test)llm chat instructionnlp26Feb 26, 2026
Open-domain Question AnsweringNatural Questionsnlpretrieval search rag26Jun 11, 2026
Open-set recognitionCIFAR+10 4 closed CIFAR10 classes, 10 open CIFAR100 classes 1.0computer vision26Feb 26, 2026
Text-to-Video GenerationMSR-VTT zero-shotvideo generation editing26Apr 10, 2026
Semantic SegmentationSYNTHIAcomputer vision26Feb 26, 2026
Text-to-image GenerationPartiPromptsimage generation editing26Feb 26, 2026
Anomaly DetectionAnomaly-ShapeNet v1 (test)tabular time series26Feb 26, 2026
Zero-shot Learning11 evaluation datasetscomputer visionnlp26Feb 26, 2026
Short-term forecastingCOVID-19tabular time series26Feb 26, 2026
Long-range sequence modelingLRA 92 (test)nlp26Feb 26, 2026
Action RecognitionPKU-MMD Cross-Viewcomputer vision26Feb 26, 2026
ClassificationSMKcomputer visionnlp+326Feb 26, 2026
ClassificationMadeloncomputer visionnlp+326Feb 26, 2026
Missing value predictionBeijingAir 3tabular time series26Feb 26, 2026