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ResearchFormerly WizWand

Ref-inpainting on MegaDepth (test)

22.744PSNRTransFill
18.1752819.3613920.547521.73361May 19, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TransFillNumber of views=1-view2023.0522.7440.87526.2910.1102
LeftRefillExtra trainable parameters=+0.065M, Number of views=4-view2023.0521.7790.84716.6320.0839
LeftRefillExtra trainable parameters=+0.06M, Number of views=3-view2023.0521.3560.8416.8380.0901
LeftRefillExtra trainable parameters=+0.055M, Number of views=2-view2023.0521.0920.83618.3890.0969
LeftRefillExtra trainable parameters=+0.05M, Number of views=1-view, Spatial stitching=yes2023.0520.9260.83618.680.0961
ControlNet+Matching*Extra trainable parameters=+364.3M, Number of views=1-view, Ground truth visible=true2023.0520.5920.76329.5560.1565
LeftRefillExtra trainable parameters=+0.05M, Number of views=1-view, Spatial stitching=no2023.0520.4890.82720.1250.1085
SD (inpainting)Extra trainable parameters=0, Number of views=1-view2023.0519.8410.81930.260.1349
Perceiver+ImageCLIPExtra trainable parameters=+52.01M, Number of views=1-view2023.0519.3380.74532.9110.1751
ControlNetExtra trainable parameters=+364.2M, Number of views=1-view2023.0519.0720.74433.6640.1816
ControlNet+NewCrossAttnExtra trainable parameters=+463.4M, Number of views=1-view, Cross-attention=NewCrossAttn2023.0519.0270.74334.170.1805
Paint-by-ExampleExtra trainable parameters=+865.9M, Number of views=1-view2023.0518.3510.79734.7110.1604