SOTAVerified

Noise Estimation

Papers

Showing 91100 of 114 papers

TitleStatusHype
CurvPnP: Plug-and-play Blind Image Restoration with Deep Curvature DenoiserCode0
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimationCode0
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State EstimationCode0
Image Blind Denoising Using Dual Convolutional Neural Network with Skip ConnectionCode0
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy LabelsCode0
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsCode0
Realistic Noise Synthesis with Diffusion ModelsCode0
Making Deep Neural Networks Robust to Label Noise: a Loss Correction ApproachCode0
RENOIR - A Dataset for Real Low-Light Image Noise ReductionCode0
Mitigate Target-level Insensitivity of Infrared Small Target Detection via Posterior Distribution ModelingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CBDNetPSNR Gap8.3Unverified
2ULRDPSNR Gap4.9Unverified
3GRDNPSNR Gap2.28Unverified
4DANetPSNR Gap2.06Unverified
5PNGANPSNR Gap0.84Unverified