Image Denoising on OPPO
40.7PSNRXFormer + NTN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XFormer + NTNEvaluation Protocol=With Noise Translation Network, Method Category=Ours2024.12 | 40.7 | 98.07 | |
| NAFNet + NTNMethod Category=Ours2024.12 | 40.55 | 98.01 | |
| NTNBaseline=NAFNet2024.12 | 40.55 | 98.01 | |
| NAFNet + NTNEvaluation Protocol=With Noise Translation Network, Method Category=Ours2024.12 | 40.55 | 98.01 | |
| AFMEvaluation Protocol=Official out-of-the-box, Method Category=Generalization2024.12 | 40.13 | 97.95 | |
| C2N + DIDN*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 40.08 | 97.93 | |
| DANet*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 39.85 | 97.89 | |
| AFMBaseline=NAFNet, reproduced=true2024.12 | 39.84 | 97.88 | |
| Clip-DenoisingEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 39.73 | 97.89 | |
| NAFNetGeneralization=None2024.12 | 39.64 | 97.86 | |
| NAFNetEvaluation Protocol=Official out-of-the-box, Method Category=Ours2024.12 | 39.64 | 97.86 | |
| XFormerEvaluation Protocol=Official out-of-the-box, Method Category=Ours2024.12 | 39.61 | 97.79 | |
| PNGAN + MIRNet*Method Category=GAN-based, Evaluation Protocol=official out-of-the-box models2024.12 | 39.56 | 97.82 | |
| CLIPDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 39.56 | 97.69 | |
| Mask-DenoisingEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 39.55 | 97.9 | |
| LANBaseline=NAFNet, reproduced=true2024.12 | 39.42 | 97.73 | |
| R2REvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 39.38 | 97.44 | |
| SSIDEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 39.17 | 97.43 | |
| AP-BSNEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 39.11 | 97.5 | |
| APR-RDEvaluation Protocol=Official out-of-the-box, Method Category=Self-supervised2024.12 | 38.93 | 97.13 | |
| PDDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 38.75 | 97.07 | |
| IDFEvaluation Protocol=Fine-tuned on SIDD, Method Category=Generalization2024.12 | 38.74 | 97.54 | |
| IDF*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 38.64 | 97.28 | |
| MaskDenoising*Method Category=Others, Evaluation Protocol=official out-of-the-box models2024.12 | 35.3 | 95.93 |