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Benchmarks
Depth-conditioned Image Generation on Depth Map (test)
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62.7
FID
T2I-Adapter + LISA
62.0944
66.1822
70.27
74.3578
Jun 25, 2026
FID
CLIP Score
RMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
CLIP Score
RMSE
T2I-Adapter + LISA
Iter.=5K
2026.06
62.7
29.77
0.121
ControlNet + LISA
Iter.=2K
2026.06
65.23
28.13
0.153
T2I-Adapter
Iter.=5K
2026.06
66.31
29.59
0.125
ControlNet + LISA
Iter.=4K
2026.06
66.75
26.8
0.114
ControlNet
Iter.=2K
2026.06
67.68
28.1
0.162
ControlNet + REPA
Iter.=4K
2026.06
72.65
27.29
0.122
ControlNet
Iter.=10K
2026.06
77.84
25.61
0.12
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