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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 107 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly DetectionUCF-Crime (test)tabular time seriesAnomaly Detection on UCF-Crime (test) performance trend113May 14, 2026
Crowd CountingUCF-QNRF (test)computer vision113Mar 18, 2026
Text ClassificationR8nlp113Jul 8, 2026
Object DetectionWatercolor2k (test)computer vision113Feb 27, 2026
Depth PredictionNYU-depth v2 (test)3d vision geometryDepth Prediction on NYU-depth v2 (test) performance trend113Feb 26, 2026
Shape classificationModelNet40computer visionShape Classification on ModelNet40 performance trend113Jun 11, 2026
Person Re-identificationVIPeR (test)computer visionPerson Re-identification on VIPeR (test) performance trend113Feb 26, 2026
Character-level Language ModelingPenn Treebank (test)nlpCharacter-level Language Modeling on Penn Treebank (test) performance trend113Feb 26, 2026
ClusteringMNISTtabular time series113Mar 31, 2026
Image GeolocalizationYFCC4K (test)computer visionImage Geolocalization on YFCC4K (test) performance trend113May 27, 2026
Fair Text-to-Image GenerationFair TTI Evaluation Prompt Set (test)image generation editingadversarial safety security112Jun 2, 2026
Two-Player Zero-Sum Game SolvingGoofspiel 13 cardsmiscellaneous112May 28, 2026
Principal Component EstimationGaussian setting with mean-shift and covariance-shift contamination synthetic (test)tabular time series112May 26, 2026
General speculative decoding performanceMean (MT-Bench, HumanEval, GSM8K)llm chat instruction112Jun 1, 2026
Multi-Robot Task PlanningF1-F16 fixed-scale simulated instancesrobotics embodied aigraph112May 6, 2026
Semantic Textual SimilaritySTSBnlp112May 29, 2026
Text ClassificationTweetEvalnlp112May 29, 2026
Active mapping of moving 3D objectsHabitat Gibson and Matterport3D scenes3d vision geometryrobotics embodied ai112Apr 23, 2026
Time Series ForecastingExchangetabular time series112Jun 19, 2026
Image ClassificationStanford Carscomputer visionImage Classification on Stanford Cars (Accuracy) performance trend112Jun 25, 2026
Transductive dynamic link predictionEnrongraph112Jul 7, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp112Jun 1, 2026
Text-based Visual Question AnsweringTextVQAmultimodalcomputer vision+1112Apr 7, 2026
Backdoor CertificationMNIST (test)adversarial safety security112Feb 26, 2026
Image ClassificationFGVC-Aircraftcomputer vision112Jun 2, 2026