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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 201 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
General Language UnderstandingGLUEnlp75May 12, 2026
Code GenerationBigCodeBenchcode developer aiCode Generation on BigCodeBench performance trend75Jun 4, 2026
Code GenerationLCBcode developer ai75Jul 7, 2026
Knowledge-Intensive ReasoningHLEnlpllm chat instruction75May 20, 2026
New Intent DiscoveryM-CIDnlp75Jun 2, 2026
Base-to-Novel GeneralizationSUN397computer visionBase-to-Novel Generalization on SUN397 performance trend75Jul 2, 2026
Scene ClassificationAIDcomputer vision75Jul 8, 2026
Depth EstimationKITTI 110 frames3d vision geometry75Jul 3, 2026
Multivariate Time Series ForecastingPEMS08tabular time series75Jun 11, 2026
Image ClassificationImageNet-1Kcomputer vision75Feb 26, 2026
Real-world QARealworldQAretrieval search ragnlpReal-world QA on RealworldQA performance trend75Jul 2, 2026
Image GenerationImageNet-512image generation editing75Jul 3, 2026
Base-to-novel generalizationFlowers102computer vision75Jul 2, 2026
Graph Anomaly DetectionFacebookgraph75May 27, 2026
Multimodal UnderstandingSEED-I ImagemultimodalMultimodal Understanding on SEED-I Image performance trend75Apr 30, 2026
Image ClassificationImageNette (val)computer vision75May 19, 2026
Action RecognitionUCF101computer visionAction Recognition on UCF101 (Base Accuracy, New Accuracy, Harmonic Mean) performance trend75Mar 18, 2026
Time Series ImputationECLtabular time seriesTime Series Imputation on ECL performance trend75Jul 3, 2026
Membership Inference AttackWikipediaadversarial safety security75Apr 23, 2026
Visual Question AnsweringDocVQAmultimodalcomputer vision+1Visual Question Answering on DocVQA (ANLS) performance trend75Jun 26, 2026
Sparse-view CT ReconstructionNIH-AAPM-Mayo Clinic Low-Dose CT Grand Challenge 2016 (test)bio medical3d vision geometry75Feb 26, 2026
Image ClassificationMNIST 5 tasks (test)computer vision75Jun 23, 2026
Image ClassificationBirdscomputer vision75Apr 29, 2026
Image ClassificationTiny-ImageNet 1.0 (test)computer vision75Feb 26, 2026
Video Question AnsweringTGIFmultimodalcomputer vision75Jun 24, 2026