Inpainting on Places2 Wide Mask 512x512 (test)
1.65FIDOurs (LaMa)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours (LaMa)Venue=-, Params=34.0M, FLOPs=463.0G2026.02 | 1.65 | 0.119 | |
| ConvInpaint-TSGLVariant=Ours (LaMa), Params=34.0M, FLOPs=463.0G2026.02 | 1.65 | 0.119 | |
| Big-LaMaVenue=WACV' 22, Params=51.0M, FLOPs=264.2G2026.02 | 1.72 | 0.12 | |
| Big-LaMaVenue=WACV’ 22, Params=51.0M, FLOPs=264.2G2026.02 | 1.72 | 0.12 | |
| MI-GANVenue=ICCV' 23, Params=5.98M, FLOPs=15.69G2026.02 | 1.74 | 0.123 | |
| MI-GANVenue=ICCV’ 23, Params=5.98M, FLOPs=15.69G2026.02 | 1.74 | 0.123 | |
| CoModGANVenue=ICLR' 20, Params=109M, FLOPs=121.09G2026.02 | 1.82 | 0.147 | |
| CoModGANVenue=ICLR’ 20, Params=109M, FLOPs=121.09G2026.02 | 1.82 | 0.147 | |
| LaMaVenue=WACV' 22, Params=27.0M, FLOPs=171.3G2026.02 | 2.21 | 0.135 | |
| LaMaVenue=WACV’ 22, Params=27.0M, FLOPs=171.3G2026.02 | 2.21 | 0.135 | |
| MADFVenue=TIP' 21, Params=85.0M, FLOPs=183.7G2026.02 | 3.76 | 0.139 | |
| MADFVenue=TIP’ 21, Params=85.0M, FLOPs=183.7G2026.02 | 3.76 | 0.139 | |
| RegionWiseVenue=TCYB' 22, Params=47.0M, FLOPs=35.00G2026.02 | 4.75 | 0.149 | |
| RegionWiseVenue=TCYB’ 22, Params=47.0M, FLOPs=35.00G2026.02 | 4.75 | 0.149 | |
| MATVenue=CVPR' 22, Params=60.0M, FLOPs=288.8G2026.02 | 4.76 | 0.151 | |
| MATVenue=CVPR’ 22, Params=60.0M, FLOPs=288.8G2026.02 | 4.76 | 0.151 | |
| DeepFill v2Venue=CVPR' 19, Params=4.00M, FLOPs=100.8G2026.02 | 5.2 | 0.155 | |
| DeepFill v2Venue=CVPR’19, Params=4.00M, FLOPs=100.8G2026.02 | 5.2 | 0.155 | |
| ZITSVenue=CVPR' 22, Params=78.4M, FLOPs=666.9G2026.02 | 5.56 | 0.137 | |
| ZITSVenue=CVPR’ 22, Params=78.4M, FLOPs=666.9G2026.02 | 5.56 | 0.137 | |
| StrDiffusionVenue=CVPR' 24, Params=300M, FLOPs=3177G2026.02 | 5.57 | 0.153 | |
| StrDiffusionVenue=CVPR’ 24, Params=300M, FLOPs=3177G2026.02 | 5.57 | 0.153 | |
| AOT GANVenue=TVCG' 22, Params=15.0M, FLOPs=291.5G2026.02 | 5.94 | 0.149 | |
| AOT GANVenue=TVCG’ 22, Params=15.0M, FLOPs=291.5G2026.02 | 5.94 | 0.149 | |
| EdgeConnectVenue=ICCV' 19, Params=22.0M, FLOPs=490.4G2026.02 | 8.37 | 0.16 | |
| EdgeConnectVenue=ICCV’ 19, Params=22.0M, FLOPs=490.4G2026.02 | 8.37 | 0.16 | |
| HiFillVenue=CVPR' 20, Params=3.00M, FLOPs=72.10G2026.02 | 12.8 | 0.18 | |
| HiFillVenue=CVPR’ 20, Params=3.00M, FLOPs=72.10G2026.02 | 12.8 | 0.18 | |
| RegionNormVenue=AAAI' 20, Params=12.0M, FLOPs=216.0G2026.02 | 15.7 | 0.176 | |
| RegionNormVenue=AAAI’ 20, Params=12.0M, FLOPs=216.0G2026.02 | 15.7 | 0.176 |