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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 912 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningGSM8Kllm chat instructionnlp29Feb 26, 2026
Multimodal ReasoningMMStarmultimodalnlp29Feb 26, 2026
Preference evaluationImageRewardllm chat instruction29Jun 23, 2026
Error DetectionFood101nlp29Mar 18, 2026
Low-light Image EnhancementSony-Total-Darkcomputer vision29May 20, 2026
Spatial ReasoningMMSI-Bench (test)nlp29Feb 26, 2026
Sexism DetectionEDOS SemEval Task 10 Task B 2023 (test)nlp29Feb 26, 2026
General Knowledge EvaluationMMMLUllm chat instructionnlp29Feb 26, 2026
Multiple Choice Question AnsweringMCQAnlp29Jul 7, 2026
Long-context evaluationRULER 128kllm chat instruction29Feb 26, 2026
ReasoningMGSMllm chat instructionnlp29Jun 2, 2026
Text SimplificationWikiAutonlp29Apr 8, 2026
Counterfactual GenerationSST2 (test)computer visionimage generation editing29Feb 26, 2026
Counterfactual GenerationAG News (test)computer visionimage generation editing29Feb 26, 2026
Code GenerationMBPPcode developer ai29Feb 26, 2026
Scientific ReasoningARCnlp29Feb 26, 2026
Semantic SegmentationADE20K-150 (test)computer vision29Feb 26, 2026
Spatiotemporal Video Super-ResolutionBS-ERGBcomputer vision29Feb 26, 2026
Long-term forecastingETTm2 T=720tabular time series29May 12, 2026
Long-term forecastingETTm2 T=192tabular time series29Jun 1, 2026
Long-term forecastingETTm1 T=720tabular time series29May 12, 2026
Pair-wise comparisonRewardBenchllm chat instruction29Mar 5, 2026
Few-shot Image ClassificationStanfordCars (test)computer vision29Feb 26, 2026
Image ClassificationZero-shot Evaluation Suite (Food-101, CIFAR-10, CIFAR-100, SUN397, Stanford Cars, FGVC Aircraft, DTD, Oxford-IIIT Pets, Caltech-101, Flowers102, ImageNet-1K) various (test)computer vision29Feb 26, 2026
Text-to-Image GenerationParti-Prompts (test)image generation editing29May 7, 2026