Share your thoughts, 1 month free Claude Pro on usSee more

Image Denoising on DND

40.15PSNR

UnfoldLDM

Updated 11d ago

Evaluation Results

Method
UnfoldLDM 2025.11	40.15	0.964
Condformer 2025.12	40.1	0.956
MambaIR 2024.02	40.04	0.956
MambaIR 2025.11	40.04	0.956
Restormer 2023.03	40.03	0.956
Restormer 2024.02	40.03	0.956
Restormer 2025.12	40.03	0.956
Restormer 2026.04	40.03	0.956
Uformer 2024.02	39.96	0.956
DeepSN 2025.12	39.92	0.956
DeepSN-Net 2025.11	39.92	0.956
MIRNet 2022.03	39.88	0.956
ADFNet 2025.11	39.87	0.955
VIRNet 2025.11	39.83	0.954
MPRNet 2022.03	39.8	0.954
MPRNet 2024.02	39.8	0.954
DAGL 2022.03	39.77	0.956
DAGL 2024.02	39.77	0.956
DIDN 2025.12	39.64	0.953
DeamNet 2022.03	39.63	0.953
DeamNet 2024.02	39.63	0.953
DeamNet 2025.12	39.63	0.9531
SADNet 2022.03	39.59	0.952
DANet+ 2022.03	39.58	0.955
ClipDe 2025.12	39.57	0.954
CycleISP 2022.03	39.56	0.956
SRMNet 2022.03	39.44	0.951
TM-BSN (D) 2026.04	39.41	0.949
VDN 2022.03	39.39	0.952
VDN 2023.03	39.38	0.952
VDN 2019.08	39.38	0.9518
VDNet 2025.12	39.38	0.9518
VDN 2026.04	39.38	0.953
AINDNet 2022.03	39.37	0.951
Baseline, N2C 2023.03	39.37	0.954
RIDNet 2022.03	39.26	0.953
RIDNet 2025.12	39.25	0.9528
TBSN 2026.04	39.08	0.945
TM-BSN (D) 2026.04	38.96	0.947
NLHCC 2025.12	38.85	0.953
PUCA 2026.04	38.83	0.942
APR (RD) 2026.04	38.83	0.944
DnCNN 2023.03	38.73	0.945
AT-BSN (D) 2026.04	38.68	0.942
RA-Haar-tSVD 2025.12	38.64	0.945
C-BSN 2026.04	38.6	0.941
SASL 2026.04	38.58	0.936
APR-RD 2025.12	38.57	0.942
APR (RD) 2026.04	38.57	0.942
SDAP 2025.11	38.56	0.94
SDAP 2026.04	38.56	0.94
TM-BSN (s=4) 2026.04	38.54	0.937
C-BSN 2026.04	38.45	0.939
LG-BPN 2026.04	38.43	0.942
Ours(Full Pipeline) 2019.04	38.4	0.945
Zhou et al. 2023.03	38.4	0.945
PDD 2025.12	38.4	0.9434
NAFNet 2025.12	38.36	0.943
AT-BSN (D) 2026.04	38.29	0.939
A-Haar-tSVD 2025.12	38.25	0.944
BNN (LAN) 2023.03	38.18	0.938
SASL 2026.04	38.18	0.938
Haar-tSVD 2025.12	38.11	0.939
TM-BSN (s=4) 2026.04	38.1	0.935
AP-BSN+R3 2023.03	38.09	0.937
AP-BSN + R3 2026.04	38.09	0.937
CBDNet 2022.03	38.06	0.942
CBDNet 2019.08	38.06	0.9421
CBDNet 2023.03	38.05	0.942
CBDNet 2026.04	38.05	0.942
MSt-SVD 2025.12	38.01	0.938
SASL 2025.12	38.01	0.936
CBDNet 2025.12	38	0.94
TWSC 2019.04	37.93	0.94
Wu et al. 2023.03	37.93	0.937
D-BSN 2025.12	37.93	0.9373
DnCNN-B 2019.08	37.9	0.943
TBSN 2025.12	37.9	0.9288
DnCNN 2026.04	37.9	0.943
NSP(TBSN) 2025.12	37.87	0.9342
SDAP 2026.04	37.86	0.937
Bitonic 2025.12	37.85	0.936
NSP(DBSN) 2025.12	37.8	0.9319
TBSN 2025.12	37.79	0.94
CBM3D 2025.12	37.73	0.934
SDAP 2025.12	37.71	0.9278
FFDNet 2019.08	37.61	0.9415
FFDNet 2025.12	37.61	0.942
R2R 2025.12	37.61	0.9368
CBDNet(Syn) 2019.04	37.57	0.936
FFDNet 2019.04	37.56	0.931
AP-BSN 2025.12	37.46	0.9244
MCWNNM 2019.04	37.38	0.929
MCWNNM 2025.12	37.38	0.929
C2N 2023.03	37.28	0.924
C2N 2025.12	37.28	0.9237
C2N 2026.04	37.28	0.924
TTT-MIM 2025.11	37.04	-
DnLUT 2025.11	36.67	0.922
CVF-SID 2023.03	36.5	0.924

Showing 100 of 135 rows