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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 1938 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationFlower (test)computer vision18Feb 26, 2026
High Dynamic Range View SynthesisHDR-Plenoxels Real Scenes LDR-NE (t2, t4)3d vision geometrycomputer vision18Mar 31, 2026
High Dynamic Range View SynthesisHDR-Plenoxels Real Scenes LDR-OE (t1, t3, t5)3d vision geometrycomputer vision18Mar 31, 2026
Image GenerationLAION-COCO Verticalimage generation editing18Feb 26, 2026
Image GenerationLAION-COCO Horizontalimage generation editing18Feb 26, 2026
Image ClassificationPlaces365 3-shotcomputer vision18Feb 26, 2026
Cooperative Object DetectionOPV2Vcomputer vision18Feb 26, 2026
Cross-dataset generalization10 Target Datasets (Caltech, Pets, Cars, Flowers, Food101, Aircraft, SUN397, DTD, EuroSAT, UCF101) various (test)computer vision18Feb 26, 2026
Image ClassificationBiomedical Datasets Average (test)computer vision18Feb 26, 2026
Adversarial AttackDVS-Gesture binary (test)adversarial safety securitycomputer vision18Feb 26, 2026
ClassificationDTDcomputer visionnlp+318Feb 27, 2026
Human Preference AlignmentMM-AlignBench 1.0 (test)llm chat instruction18Feb 26, 2026
Dialogue GenerationProposed Multi-scenario Dataset 1.0 (test)llm chat instructionnlp18Feb 26, 2026
RegressionAFAD Btabular time series18Feb 26, 2026
LLM UnlearningMT-Benchllm chat instructionadversarial safety security18Feb 26, 2026
LLM UnlearningUNCD-Cyber (Retain)llm chat instructionadversarial safety security18Feb 26, 2026
LLM UnlearningUNCD-Cyber (Forget)llm chat instructionadversarial safety security18Feb 26, 2026
Tabular Data UtilityAdult (test)tabular time series18May 27, 2026
Lesion SegmentationLiver Tumorbio medicalcomputer vision18Jun 29, 2026
Citation AttributionCNN-Daily Mailnlpretrieval search rag18Feb 26, 2026
Visual Place RecognitionSF-XL (Night)computer vision18Feb 26, 2026
Visual Place RecognitionSF-XL Occ.computer vision18Feb 26, 2026
Commonsense ReasoningCommonsense Reasoning LLaMA2-7Bnlp18Feb 26, 2026
Mathematical ReasoningAIME 2024 and 2025 (test)llm chat instructionnlp18Mar 24, 2026
Single-view 3D ReconstructionGSO (test)3d vision geometry18May 6, 2026