Image Denoising on Xiaomi
36.25PSNRXFormer + NTN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XFormer + NTNEvaluation Protocol=With Noise Translation Network, Method Category=Ours2024.12 | 36.25 | 97.51 | |
| NAFNet + NTNMethod Category=Ours2024.12 | 36.17 | 97.49 | |
| NTNBaseline=NAFNet2024.12 | 36.17 | 97.49 | |
| NAFNet + NTNEvaluation Protocol=With Noise Translation Network, Method Category=Ours2024.12 | 36.17 | 97.49 | |
| DANet*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 35.57 | 97.06 | |
| XFormerEvaluation Protocol=Official out-of-the-box, Method Category=Ours2024.12 | 35.54 | 97.06 | |
| CLIPDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 35.5 | 97.07 | |
| C2N + DIDN*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 35.44 | 96.84 | |
| AFMBaseline=NAFNet, reproduced=true2024.12 | 35.39 | 97.09 | |
| R2REvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 35.39 | 96.68 | |
| AFMEvaluation Protocol=Official out-of-the-box, Method Category=Generalization2024.12 | 35.25 | 96.65 | |
| PNGAN + MIRNet*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 35.24 | 96.9 | |
| Mask-DenoisingEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 35.12 | 96.97 | |
| Clip-DenoisingEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 35.11 | 96.9 | |
| PDDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 35.03 | 96.26 | |
| NAFNetGeneralization=None2024.12 | 34.99 | 96.85 | |
| NAFNetEvaluation Protocol=Official out-of-the-box, Method Category=Ours2024.12 | 34.99 | 96.85 | |
| IDF*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 34.95 | 96.17 | |
| LANBaseline=NAFNet, reproduced=true2024.12 | 34.83 | 96.67 | |
| SSIDEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 34.27 | 95.66 | |
| APR-RDEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 33.74 | 94.83 | |
| IDFEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 33.69 | 95.63 | |
| MaskDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 33.46 | 95.31 | |
| AP-BSNEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 33.39 | 95.52 |