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Benchmarks
Image Restoration on ImageNet (inference)
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7.4
Inference Time (s)
SubDAPS++
2.804
33.827
64.85
95.873
May 14, 2026
Inference Time (s)
Total Memory Cost (MB)
Updated 19d ago
Evaluation Results
Method
Method
Links
Inference Time (s)
Total Memory Cost (MB)
SubDAPS++
NFEs=100, resolution=6...
2026.05
7.4
2,796
RED-diff
NFEs=100
2026.05
7.5
13,598
DiffPIR
NFEs=100
2026.05
9.7
3,770
ΠGDM
NFEs=100
2026.05
12.9
8,620
SubDAPS
NFEs=100, resolution=6...
2026.05
14.2
2,784
DAPS
NFEs=100
2026.05
16.1
3,824
AdaPS
NFEs=100
2026.05
18.2
9,320
LatentDAPS
NFEs=100
2026.05
53.7
4,720
ReSample
NFEs=100
2026.05
74.9
4,756
SubDPS
resolution=64x64/128x1...
2026.05
92.8
3,008
MGPS
NFEs=100
2026.05
110.2
22,166
DPS
2026.05
122.3
8,586
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