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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 1054 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DetectionBAGLS (test)computer vision26May 1, 2026
Object DetectionPID (test)computer vision26May 1, 2026
Object DetectionClinical datasetcomputer vision26May 1, 2026
Semantic SegmentationURTFcomputer vision26Apr 30, 2026
Speculative DecodingAIME 25llm chat instruction26Jun 2, 2026
Hallucination DetectionNQOpenLikellm chat instructionnlp26Apr 30, 2026
Hallucination EvaluationAMBER Generative Taskllm chat instructionnlp26May 26, 2026
Machine-generated text detectionMGTEVAL SemEval 2024 human text & Qwen3 machine-generated text 1.0 (test)nlp26Apr 29, 2026
Text ClassificationAG Newsnlp26May 19, 2026
Class-conditional image generationImageNet-1k 256x256image generation editing26May 15, 2026
Robot ManipulationLIBERO Spatial Object Goal Longrobotics embodied ai26Jun 23, 2026
Image ClassificationImageNet (val)computer vision26Apr 28, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+126Apr 28, 2026
OOD DetectionImageNet far-OOD (iNaturalist)computer visiontabular time series26May 15, 2026
OOD DetectionImageNet far-OOD (Textures)computer visiontabular time series26May 15, 2026
Whole Slide Image ClassificationTCGA-CESCbio medicalcomputer vision26May 7, 2026
Whole Slide Image ClassificationTCGA-BRCAbio medicalcomputer vision26May 7, 2026
Text-based Person Anomaly SearchPAB 1.0 (test)retrieval search ragcomputer vision26Apr 28, 2026
Face Image Quality AssessmentAdience v1 (test)computer vision26Apr 28, 2026
Question AnsweringQASPER Long-docnlp26Jun 11, 2026
Chess PlayingChessArenamiscellaneous26Apr 24, 2026
Code ReasoningLCB v6code developer ainlp26May 26, 2026
CTR PredictionAmazontabular time series26May 18, 2026
Generative Engine OptimizationGEO-Benchmiscellaneous26Apr 23, 2026
Generative Engine OptimizationMSME-GEO-Benchmiscellaneous26Apr 23, 2026