Full-image colorization on COCO-Stuff (val)
0.095LPIPSInstance-aware Image Colorization
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Instance-aware Image ColorizationTraining dataset=ImageNet, Finetuned on COCO-Stuff training set=true2020.05 | 0.095 | 29.522 | 0.938 | |
| Instance-aware Image ColorizationFinetuned on COCO-Stuff=true2020.05 | 0.11 | 28.592 | 0.944 | |
| Instance-aware Image ColorizationTraining dataset=ImageNet2020.05 | 0.115 | 28.339 | 0.929 | |
| Instance-aware Image ColorizationTraining Dataset=ImageNet2020.05 | 0.125 | 27.777 | 0.94 | |
| Zhang et al. [41]Finetuned on COCO-Stuff=true2020.05 | 0.128 | 27.251 | 0.938 | |
| Zhang et al. [41]Training Dataset=ImageNet2020.05 | 0.138 | 26.823 | 0.937 | |
| Zhang et al.Training dataset=ImageNet, Finetuned on COCO-Stuff training set=true2020.05 | 0.149 | 26.675 | 0.919 | |
| Zhang et al.Training dataset=ImageNet2020.05 | 0.154 | 26.447 | 0.918 | |
| DeOldifyTraining dataset=ImageNet2020.05 | 0.174 | 23.923 | 0.904 | |
| Lei et al.Training dataset=ImageNet2020.05 | 0.177 | 24.914 | 0.908 | |
| Larsson et al.Training dataset=ImageNet2020.05 | 0.179 | 25.249 | 0.914 | |
| DeOldify et al.Training Dataset=ImageNet2020.05 | 0.18 | 23.692 | 0.92 | |
| Larsson et al.Training Dataset=ImageNet2020.05 | 0.183 | 25.061 | 0.93 | |
| Iizuka et al.Training Dataset=ImageNet2020.05 | 0.185 | 23.863 | 0.922 | |
| Lei et al.Training Dataset=ImageNet2020.05 | 0.191 | 24.588 | 0.922 | |
| Iizuka et al.Training dataset=ImageNet2020.05 | 0.192 | 23.444 | 0.9 | |
| Zhang et al.Training dataset=ImageNet2020.05 | 0.219 | 22.213 | 0.877 | |
| Zhang et al. [38]Training Dataset=ImageNet2020.05 | 0.234 | 21.838 | 0.895 |