Ref-inpainting on MegaDepth (test)
22.744PSNRTransFill
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransFillNumber of views=1-view2023.05 | 22.744 | 0.875 | 26.291 | 0.1102 | |
| LeftRefillExtra trainable parameters=+0.065M, Number of views=4-view2023.05 | 21.779 | 0.847 | 16.632 | 0.0839 | |
| LeftRefillExtra trainable parameters=+0.06M, Number of views=3-view2023.05 | 21.356 | 0.84 | 16.838 | 0.0901 | |
| LeftRefillExtra trainable parameters=+0.055M, Number of views=2-view2023.05 | 21.092 | 0.836 | 18.389 | 0.0969 | |
| LeftRefillExtra trainable parameters=+0.05M, Number of views=1-view, Spatial stitching=yes2023.05 | 20.926 | 0.836 | 18.68 | 0.0961 | |
| ControlNet+Matching*Extra trainable parameters=+364.3M, Number of views=1-view, Ground truth visible=true2023.05 | 20.592 | 0.763 | 29.556 | 0.1565 | |
| LeftRefillExtra trainable parameters=+0.05M, Number of views=1-view, Spatial stitching=no2023.05 | 20.489 | 0.827 | 20.125 | 0.1085 | |
| SD (inpainting)Extra trainable parameters=0, Number of views=1-view2023.05 | 19.841 | 0.819 | 30.26 | 0.1349 | |
| Perceiver+ImageCLIPExtra trainable parameters=+52.01M, Number of views=1-view2023.05 | 19.338 | 0.745 | 32.911 | 0.1751 | |
| ControlNetExtra trainable parameters=+364.2M, Number of views=1-view2023.05 | 19.072 | 0.744 | 33.664 | 0.1816 | |
| ControlNet+NewCrossAttnExtra trainable parameters=+463.4M, Number of views=1-view, Cross-attention=NewCrossAttn2023.05 | 19.027 | 0.743 | 34.17 | 0.1805 | |
| Paint-by-ExampleExtra trainable parameters=+865.9M, Number of views=1-view2023.05 | 18.351 | 0.797 | 34.711 | 0.1604 |