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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 243 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series ForecastingETTh2tabular time series66Mar 4, 2026
Membership InferenceWikiMIA 32 tokens 1.0adversarial safety security66Feb 26, 2026
Class UnlearningCIFAR-10computer vision66Jun 24, 2026
Tabular Anomaly DetectionIonospheretabular time series66May 12, 2026
Network Cost OptimizationExp-3 Large-scale Network Instancesmiscellaneous66Feb 26, 2026
RetrievalMS MARCO v1retrieval search rag66May 1, 2026
Multimodal RecommendationAmazon Baby (test)multimodalnlp66May 4, 2026
Hyperspectral Image Super-ResolutionPaviaU (test)computer vision66Apr 14, 2026
Image Captioning EvaluationNebulacomputer visionmultimodal66Jun 30, 2026
Perceptual Quality AssessmentHPE-Bench 1.0 (test)computer vision66Feb 26, 2026
Visual Question AnsweringVQAmultimodalcomputer vision+166May 19, 2026
Drone-to-Satellite RetrievalSUES-200 300mcomputer visionretrieval search rag66Apr 3, 2026
Drone-to-Satellite RetrievalSUES-200 200mcomputer visionretrieval search rag66Apr 3, 2026
Multi-discipline Multimodal UnderstandingMMMU Promultimodalnlp+166May 18, 2026
SAR Image ClassificationMSTAR (test)computer vision66Apr 3, 2026
Fingerprint RemovalLLM Fingerprinting Evaluation Alpaca-GPT4-52kadversarial safety security66Feb 26, 2026
Machine UnlearningMNISTadversarial safety securityMachine Unlearning on MNIST performance trend66Jun 24, 2026
Timing AttackN-MNIST integeradversarial safety security66Feb 26, 2026
Influence EstimationBenchmarks Budgets k=1, 5, 10, 25 (Aggregated)nlp66Feb 26, 2026
Acoustic ConsistencySALMonspeech audio66Apr 21, 2026
Fake News DetectionFAKE NEWSnlp66Feb 26, 2026
Mathematical ReasoningAIME’25, AIME’24, AMC’23, and MATH500 Average (test)llm chat instructionnlp66Feb 26, 2026
Question Answering2WikiMQAnlp66Jun 4, 2026
Language UnderstandingMMLU CFnlp66Apr 28, 2026
Machine TranslationEn-Es document-levelnlp66Mar 27, 2026