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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 749 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Cross-modal RetrievalCross-dataset Average MIR, NUS, PAS, WIKImultimodalretrieval search rag32Jul 2, 2026
Autonomous LLM trainingPostTrainBenchllm chat instructionagents tool use32Jul 1, 2026
Secret Image RecoveryStego Images JPEG Compressioncomputer visionadversarial safety security32Jul 1, 2026
Secret Image RecoveryStego Images Gaussian Noisecomputer visionadversarial safety security32Jul 1, 2026
DreamBooth-style Image CustomizationElementfireimage generation editing32Jul 1, 2026
DreamBooth-style Image CustomizationHornifyimage generation editing32Jul 1, 2026
DreamBooth-style Image CustomizationExpeditionimage generation editing32Jul 1, 2026
DreamBooth-style Image CustomizationCyberpunkimage generation editing32Jul 1, 2026
DreamBooth-style Image CustomizationBarbieimage generation editing32Jul 1, 2026
Inter-Context Knowledge ConflictstrategyQAllm chat instructionnlp32Jul 1, 2026
Inter-Context Knowledge ConflictpopQAllm chat instructionnlp32Jul 1, 2026
Video CodingJVET CTC Average and Sequence Classesvideo generation editing32Jul 1, 2026
Training Speed MeasurementLLM Sequences (train)llm chat instruction32Jun 30, 2026
Question AnsweringCORTEXBENCH Comparisonnlp32Jun 30, 2026
Question AnsweringCORTEXBENCH Bridgenlp32Jun 30, 2026
Timestamp-level anomaly detectionOMTAD A3: Close Approachtabular time series32Jun 30, 2026
Timestamp-level anomaly detectionOMTAD A2: Route Deviationtabular time series32Jun 30, 2026
Timestamp-level anomaly detectionOMTAD A1: Unexpected AIS Activitytabular time series32Jun 30, 2026
Image Recognition and CalibrationCIFAR100 (test)computer vision32Jun 30, 2026
Image Recognition and CalibrationCIFAR10 (test)computer vision32Jun 30, 2026
Adversarial DetectionImageNet-1K AutoAttack 1.0 (test)adversarial safety security32Jun 29, 2026
Peer influence probability learningHatefulgraph32Jun 29, 2026
Peer influence probability learningBlogCataloggraph32Jun 29, 2026
Peer influence probability learningFlickrgraph32Jun 29, 2026
Image CaptioningCOCO average 2014/2017 (test)multimodalcomputer vision+132Jun 26, 2026