Image Restoration on LSDIR (val) benchmark leaderboard · SOTA2 Research

Image Restoration on LSDIR (val)

19.02PSNROSEDiff

Evaluation Results

Method	Links
OSEDiff2026.03		19.02	0.4796	0.3742	0.1619	22.32	—	0.463	70.74	0.6679
DiffBIR2024.10		18.42	0.4618	0.4049	0.2439	35.91	4.375	0.4551	65.94	0.6592
DiffBIR2026.03		18.42	0.4618	0.4049	0.2439	35.91	—	0.4551	65.94	0.6592
BSRGAN2024.10		18.27	0.4673	0.4378	0.2539	53.25	3.6885	0.3829	65.98	0.5648
BSRGAN2026.03		18.27	0.4673	0.4378	0.2539	53.25	—	0.3829	65.98	0.5648
ResShift2024.10		18.24	0.4579	0.4524	0.2436	43.25	5.5635	0.3995	63.25	0.6501
PASD2026.03		18.21	0.4592	0.3883	0.1734	22.65	—	0.4043	71.02	0.5729
DASR2024.10		18.15	0.4679	0.4503	0.2615	60.6	3.6432	0.3315	60.96	0.5681
Real-ESRGAN2024.10		18.13	0.4867	0.3986	0.2278	46.46	3.4078	0.4381	68.25	0.6218
Real-ESRGAN2026.03		18.13	0.4867	0.3986	0.2278	46.46	—	0.4381	68.25	0.6218
StableSR2024.10		18.11	0.4508	0.4152	0.2159	31.26	4.0218	0.3098	59.37	0.519
StableSR2026.03		18.11	0.4508	0.4152	0.2159	31.26	—	0.3098	59.37	0.519
SeeSR2024.10		18.03	0.4564	0.3759	0.1966	25.91	4.059	0.57	73	0.7261
SeeSR2026.03		18.03	0.4564	0.3759	0.1966	25.91	—	0.57	73	0.7261
SwinIR GAN2024.10		17.98	0.4783	0.402	0.2253	45.31	3.3715	0.3991	67.1	0.5983
SinSR2024.10		17.94	0.4302	0.4523	0.2265	36.01	5.424	0.4309	65.35	0.69
DreamClear2024.10		17.01	0.4236	0.3836	0.1656	22.06	3.0707	0.4811	70.4	0.6914
DreamClear2026.03		17.01	0.4236	0.3836	0.1656	22.06	—	0.4811	70.4	0.6914
SUPIR2024.10		16.95	0.408	0.4119	0.1838	30.03	2.982	0.4683	70.98	0.6174
SUPIR2026.03		16.95	0.408	0.4119	0.1838	30.03	—	0.4683	70.98	0.6174
FaithDiff2026.03		16.87	0.4259	0.3802	0.1557	20.69	—	0.5956	72.64	0.7224
FlowSR2026.03		16.82	0.4044	0.3822	0.1582	22.18	—	0.6023	71.68	0.7208
PnP-Flow2026.03		15.98	0.3802	0.3954	0.1675	22.93	—	0.4878	71.15	0.7152
ResFlow-Tuner2026.03		15.02	0.3845	0.3721	0.1406	19.82	—	0.6658	74.21	0.7389
LP2026.03		14.82	0.3907	0.381	0.1653	22.76	—	0.5912	70.82	0.7097