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Benchmarks
Depth-conditioned Image Generation on Conditional Generation Benchmark SD3-based
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29.27
G-CLIP
SD3 + ControlNet
28.802
28.9235
29.045
29.1665
May 31, 2026
G-CLIP
L-CLIP
ISR
OSR
mIoU
mAP
FID
HPSv3
Pick Score
Updated 1d ago
Evaluation Results
Method
Method
Links
G-CLIP
L-CLIP
ISR
OSR
mIoU
mAP
FID
HPSv3
Pick Score
SD3 + ControlNet
Input=Depth
2026.05
29.27
24.25
10.28
31.55
33.28
31.44
-
5.502
40.33
COLLAR
Input=Depth
2026.05
29.11
25.02
27.3
57.01
52.54
57.95
18.66
5.435
35.37
DreamRenderer
Input=Depth
2026.05
28.82
24.63
17.44
45.72
43.78
46.34
21.53
3.849
24.29
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