Inpainting on Places2 Narrow Mask 512 x 512
0.56FIDBig-LaMa
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Big-LaMaVenue=WACV’ 22, Params=51.0M, FLOPs=264.2G2026.02 | 0.56 | 0.083 | |
| MADFVenue=TIP’ 21, Params=85.0M, FLOPs=183.7G2026.02 | 0.57 | 0.085 | |
| MI-GANVenue=ICCV’ 23, Params=5.98M, FLOPs=15.69G2026.02 | 0.58 | 0.087 | |
| ConvInpaint-TSGLVariant=Ours (LaMa), Params=34.0M, FLOPs=463.0G2026.02 | 0.58 | 0.081 | |
| LaMaVenue=WACV’ 22, Params=27.0M, FLOPs=171.3G2026.02 | 0.63 | 0.09 | |
| AOT GANVenue=TVCG’ 22, Params=15.0M, FLOPs=291.5G2026.02 | 0.79 | 0.091 | |
| CoModGANVenue=ICLR’ 20, Params=109M, FLOPs=121.09G2026.02 | 0.82 | 0.111 | |
| StrDiffusionVenue=CVPR’ 24, Params=300M, FLOPs=3177G2026.02 | 0.89 | 0.107 | |
| RegionWiseVenue=TCYB’ 22, Params=47.0M, FLOPs=35.00G2026.02 | 0.9 | 0.102 | |
| MATVenue=CVPR’ 22, Params=60.0M, FLOPs=288.8G2026.02 | 0.98 | 0.105 | |
| DeepFill v2Venue=CVPR’19, Params=4.00M, FLOPs=100.8G2026.02 | 1.06 | 0.104 | |
| ZITSVenue=CVPR’ 22, Params=78.4M, FLOPs=666.9G2026.02 | 1.27 | 0.096 | |
| EdgeConnectVenue=ICCV’ 19, Params=22.0M, FLOPs=490.4G2026.02 | 1.33 | 0.111 | |
| RegionNormVenue=AAAI’ 20, Params=12.0M, FLOPs=216.0G2026.02 | 2.13 | 0.12 | |
| HiFillVenue=CVPR’ 20, Params=3.00M, FLOPs=72.10G2026.02 | 9.24 | 0.218 |