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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 159 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Audio WatermarkingLJSpeechspeech audio88Feb 26, 2026
Graph ClassificationCoragraph88May 26, 2026
Remaining Useful Life predictionC-MAPSS FD002tabular time series88Jun 18, 2026
Image GenerationCIFAR-10image generation editing88Feb 26, 2026
Deformable Image RegistrationDIRLab 4DCTcomputer vision3d vision geometry88Feb 26, 2026
Time-series ClassificationUCI-HARtabular time series88Jul 1, 2026
Anomaly DetectionBraTS 2018 (test)tabular time series88Feb 26, 2026
RetrievalTHINGS-EEG 200-way zero-shot retrieval (Inter-Subject)retrieval search rag88May 7, 2026
OCR Visual Question AnsweringTextVQAcomputer visionnlp88Jun 23, 2026
Vision-Language UnderstandingMMBenchmultimodalcomputer vision+188Jul 7, 2026
Zero-shot Downstream Task EvaluationARC-c, ARC-e, WinoGrande, BoolQ, HellaSwag, OpenBookQA, PIQA, MMLU standard (test val)llm chat instructionnlp88Feb 26, 2026
Language ModelingWikiText2 2016 (test)nlp88Feb 26, 2026
Mathematical ReasoningGSM8k Augllm chat instructionnlp88Jul 1, 2026
Visual Mathematical ReasoningMathVista (testmini)multimodalcomputer vision+188May 15, 2026
3D ReconstructionNeural RGB-D (NRGBD)3d vision geometry3D Reconstruction on Neural RGB-D (NRGBD) performance trend88Mar 19, 2026
Tabular Data Synthesis Fidelityfouriertabular time series88Feb 26, 2026
Tabular Data Synthesis Fidelityproteintabular time series88Feb 26, 2026
Text Membership Inference AttackLLaVA LLM Pre-trainingadversarial safety securitynlp88Feb 26, 2026
Graph ClassificationOGBG-MOLHIV v1 (test)graph88Feb 26, 2026
Multivariate long-term time series forecastingSolar-Energytabular time series88Jun 29, 2026
Automatic Speech RecognitionTED-LIUM3 (test)speech audio88Jun 11, 2026
Camouflaged Object DetectionNC4Kcomputer visionCamouflaged Object Detection on NC4K performance trend88May 18, 2026
Conditional Image GenerationCIFAR-10image generation editingConditional Image Generation on CIFAR-10 performance trend88May 29, 2026
Future Link PredictionMOOC (inductive)graph88Jul 7, 2026
Federated Learning ClassificationMNIST FedAvg 0.962 (test)tabular time series88Feb 26, 2026