SOTAVerified

Noise Estimation

Papers

Showing 1120 of 114 papers

TitleStatusHype
EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion ModelsCode1
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation NoiseCode1
NM-FlowGAN: Modeling sRGB Noise without Paired Images using a Hybrid Approach of Normalizing Flows and GANCode1
Learning A Coarse-to-Fine Diffusion Transformer for Image RestorationCode1
Towards General Low-Light Raw Noise Synthesis and ModelingCode1
PriSTI: A Conditional Diffusion Framework for Spatiotemporal ImputationCode1
Post-training Quantization on Diffusion ModelsCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial TrainingCode1
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Benchmark Results

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