Full-image colorization on ImageNet (ctest10k)
0.125LPIPSInstance-aware Image Colorization
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Instance-aware Image ColorizationFinetuned on COCO-Stuff=true2020.05 | 0.125 | 27.562 | 93.7 | |
| Instance-aware Image ColorizationTraining Dataset=ImageNet2020.05 | 0.134 | 26.98 | 93.3 | |
| Zhang et al. [41]Finetuned on COCO-Stuff=true2020.05 | 0.14 | 26.482 | 93.2 | |
| Zhang et al. [41]Training Dataset=ImageNet2020.05 | 0.145 | 26.166 | 93.2 | |
| DeOldify et al.Training Dataset=ImageNet2020.05 | 0.187 | 23.537 | 91.4 | |
| Larsson et al.Training Dataset=ImageNet2020.05 | 0.188 | 25.107 | 92.7 | |
| Iizuka et al.Training Dataset=ImageNet2020.05 | 0.2 | 23.636 | 91.7 | |
| Lei et al.Training Dataset=ImageNet2020.05 | 0.202 | 24.522 | 91.7 | |
| Zhang et al. [38]Training Dataset=ImageNet2020.05 | 0.238 | 21.791 | 89.2 |