SOTAVerified

Noise Estimation

Papers

Showing 1120 of 114 papers

TitleStatusHype
D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic ModelsCode1
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations0
BiDM: Pushing the Limit of Quantization for Diffusion ModelsCode1
Scalable, Tokenization-Free Diffusion Model Architectures with Efficient Initial Convolution and Fixed-Size Reusable Structures for On-Device Image Generation0
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?Code1
Taylor-Sensus Network: Embracing Noise to Enlighten Uncertainty for Scientific Data0
Dual convolutional neural network with attention for image blind denoisingCode1
One Homography is All You Need: IMM-based Joint Homography and Multiple Object State EstimationCode0
3D Priors-Guided Diffusion for Blind Face RestorationCode1
Image Denoising Using Green Channel PriorCode1
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Benchmark Results

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