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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 106 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
PerplexityWikiText-2nlp113Jun 24, 2026
Multi-modal UnderstandingMMBench ENmultimodal113Jun 9, 2026
Mathematical Problem SolvingAIME 2024nlpagents tool use113Apr 30, 2026
Text EmbeddingMTEB English v2nlpretrieval search ragText Embedding on MTEB English v2 performance trend113Jul 7, 2026
Long-context ReasoningLongBench v2llm chat instructionLong-context Reasoning on LongBench v2 performance trend113Jul 3, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp113Feb 26, 2026
ReasoningARC-cllm chat instructionnlpReasoning on ARC-c performance trend113Jul 2, 2026
Question Answering2WikiMultihopQA (test)nlpQuestion Answering on 2WikiMultihopQA (test) performance trend113May 29, 2026
Open Vocabulary Semantic SegmentationPascal VOC 20computer vision113May 26, 2026
Novel View SynthesisACID (test)3d vision geometry113Jul 7, 2026
Video Question AnsweringLongVideoBench (val)multimodalcomputer vision113Jun 12, 2026
Base-to-New GeneralizationImageNetcomputer visionBase-to-New Generalization on ImageNet performance trend113Jul 2, 2026
Node ClassificationMinesweepergraph113May 21, 2026
Time Series ForecastingECL (test)tabular time series113Jun 1, 2026
Subject-driven Image GenerationDreamBenchimage generation editing113May 26, 2026
Fake News DetectionGossipcopnlpFake News Detection on Gossipcop performance trend113Jun 9, 2026
Language ModelingGitHub (test)nlp113Feb 26, 2026
Image ClassificationCIFAR-100 non-IID (test)computer vision113Mar 17, 2026
Image ClassificationImageNet Renditioncomputer visionImage Classification on ImageNet Rendition performance trend113May 29, 2026
Image ClassificationImageNet 1K (train val)computer vision113May 19, 2026
Few-Shot Classificationmini-ImageNet (test)computer visionnlp+1113Feb 26, 2026
Graph classificationMNISTgraph113Jun 26, 2026
Out-of-Distribution DetectionImageNetcomputer visiontabular time series113Apr 24, 2026
Node Classificationogbn-proteinsgraph113May 26, 2026
Video GroundingCharades-STAcomputer visionmultimodalVideo Grounding on Charades-STA performance trend113Jun 16, 2026