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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 1101 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image DenoisingCameramancomputer vision25Jun 11, 2026
Furniture Layout GenerationCubiCasa5K (out-of-distribution)3d vision geometrycomputer vision25Jun 11, 2026
Generalized EigensolverThermal Diffusion N=50000 (test)miscellaneous25Jun 11, 2026
Generalized EigensolverPiezoelectric Coupled-Field N=50000 (test)miscellaneous25Jun 11, 2026
Generalized EigensolverEM Cavity N=50000 (test)miscellaneous25Jun 11, 2026
Generalized EigensolverEGFR Electronic (N=50000) (test)miscellaneous25Jun 11, 2026
Generalized EigensolverKirchhoff-Love Plate N=50000 (test)miscellaneous25Jun 11, 2026
Generalized EigensolverThermal Diffusionmiscellaneous25Jun 11, 2026
Generalized EigensolverPiezoelectric Coupled-Fieldmiscellaneous25Jun 11, 2026
Generalized EigensolverEM Cavitymiscellaneous25Jun 11, 2026
Generalized EigensolverEGFR Electronicmiscellaneous25Jun 11, 2026
Generalized EigensolverKirchhoff-Love Platemiscellaneous25Jun 11, 2026
Subject-driven Image Generation (DreamBooth)LSUN-sheep 2015 (test)image generation editing25Jun 11, 2026
Subject-driven Image Generation (DreamBooth)CelebA-HQ v1.0 (test)image generation editing25Jun 11, 2026
Subject-driven Image Generation (DreamBooth)LSUN cat 2015 (test)image generation editing25Jun 11, 2026
Bimanual ManipulationRoboTwin 2.0robotics embodied ai25Jun 19, 2026
Survey ImputationOpinionQA MARtabular time series25Jun 9, 2026
Modality RetrievalQB (Full)retrieval search ragmultimodal25Jul 1, 2026
Audio ClassificationFSC-89speech audio25Jul 8, 2026
Conformal Prediction2D Navier-Stokes (test)tabular time series25Jun 9, 2026
Large Language Model Reasoning and UnderstandingLlama-3.2-3B-Instruct Evaluation Suite (test val)llm chat instructionnlp25Jun 9, 2026
Tabular classificationSixteen tabular classification data setstabular time series25Jun 9, 2026
Multi-Modal Long Document Question AnsweringVisDoMBench (Full)multimodalnlp25Jun 8, 2026
Safety EvaluationBeaverTails & DirectRefusal Averageadversarial safety security25Jun 8, 2026
Safety EvaluationDirectRefusaladversarial safety security25Jun 8, 2026