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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 446 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image DenoisingSalinas Valley multispectral image (AVIRIS)computer vision45Jun 5, 2026
Image DenoisingIRIS Lab database Subject4computer vision45Jun 5, 2026
Image DenoisingIRIS Lab database Subject3computer vision45Jun 5, 2026
AI-generated video detectionGenBustervideo generation editingcomputer vision45Jun 4, 2026
Convex RegressionPower Modeling Data Section 5.3 (test)tabular time series45Jun 4, 2026
Convex RegressionSynthetic Prediction Data Section 4.1 (test)tabular time series45Jun 4, 2026
Inference Cost AttackNatural Questions (NQ)adversarial safety security45Jun 4, 2026
RegressionRNtabular time series45Jun 2, 2026
Network PruningGlycolytic Datasetmiscellaneous45Jun 2, 2026
Knowledge Conflict ResolutionPAVE (test)nlpllm chat instruction45Jun 2, 2026
Video-LLM performance calibrationEval-OOD (EgoSchema & LongVideoBench)multimodalllm chat instruction45Jun 2, 2026
Mathematical ReasoningAIME24llm chat instructionnlp45Jun 9, 2026
LLM AlignmentOpenAssistantllm chat instructionadversarial safety security45Jun 1, 2026
WatermarkingNatural Questions (NQ) (test)image generation editing45May 29, 2026
Theory-of-Mind reasoningMuMA-ToMnlp45Jun 9, 2026
Image ClassificationCIFAR-10computer vision45May 26, 2026
Image ClassificationCIFAR-100 LT IF=0.01 (test)computer vision45May 25, 2026
Image ClassificationCaltech-101 naturally imbalanced (test)computer vision45May 25, 2026
Image ClassificationCIFAR-100-LT balanced imbalance factor 0.1 (test)computer vision45May 25, 2026
Image ClassificationTiny-ImageNet-C 30% corrupted (test)computer vision45May 25, 2026
Image ClassificationCIFAR-100-C 30% corrupted (test)computer vision45May 25, 2026
Coefficient LearningFeynman Symbolic Regression 5x extrapolationmiscellaneous45May 22, 2026
Coefficient LearningFeynman Symbolic Regression in-distributionmiscellaneous45May 22, 2026
Question AnsweringHotpotQA PoisonedRAG (test)nlp45May 20, 2026
Question AnsweringHotpotQA Clean (test)nlp45May 20, 2026