Image Compression on Kodak 1 (test)
31.6Cheng2020 PSNR (dB)Robust mixed loss
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=1.02026.02 | 31.6 | 97 | 79.61 | 31.71 | 97 | 78.72 | 35.28 | 98.5 | 87.42 | 31 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=1.02026.02 | 31.59 | 97.1 | 79.7 | 31.68 | 97 | 78.76 | 35.21 | 98.5 | 87.01 | 39 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=0.8, beta=0.1, gamma=0.12026.02 | 31.57 | 97 | 82.22 | 31.69 | 97 | 79.6 | 35.27 | 98.5 | 88.02 | 25 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=0.8, beta=0.1, gamma=0.12026.02 | 31.55 | 97.2 | 80.62 | 31.63 | 97.2 | 79.96 | 35.17 | 98.6 | 87.93 | 36 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=0.6, beta=0.2, gamma=0.22026.02 | 31.52 | 97 | 80.73 | 31.66 | 97 | 80 | 35.17 | 98.5 | 88.24 | 30 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=0.4, beta=0.3, gamma=0.32026.02 | 31.49 | 97 | 81.07 | 31.61 | 97 | 80.3 | 35.15 | 98.5 | 88.44 | 30 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=0.6, beta=0.2, gamma=0.22026.02 | 31.45 | 97.3 | 81.22 | 31.57 | 97.3 | 80.62 | 35.12 | 98.7 | 88.33 | 33 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, beta=1.02026.02 | 31.45 | 97.1 | 79.95 | 31.53 | 97.1 | 79.47 | 35.13 | 98.5 | 87.28 | 40 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=0.2, beta=0.4, gamma=0.42026.02 | 31.37 | 97 | 81.39 | 31.52 | 97 | 80.61 | 34.99 | 98.5 | 88.71 | 32 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=0.4, beta=0.3, gamma=0.32026.02 | 31.31 | 97.4 | 81.57 | 31.42 | 97.4 | 80.95 | 34.97 | 98.7 | 88.66 | 31 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=0.2, beta=0.4, gamma=0.42026.02 | 31.1 | 97.5 | 81.65 | 31.26 | 97.5 | 81.26 | 34.72 | 98.7 | 88.72 | 29 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, alpha=0.1, beta=0.1, gamma=0.82026.02 | 31.09 | 96.9 | 81.82 | 31.23 | 96.9 | 81.15 | 34.65 | 98.4 | 88.95 | 36 | |
| Robust mixed lossFine-tuning type=Best combined2026.02 | 30.99 | 97.4 | 81.37 | 31.15 | 97.4 | 80.59 | 34.58 | 98.7 | 88.75 | — | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, alpha=0.1, beta=0.1, gamma=0.82026.02 | 30.93 | 97.3 | 82.67 | 31.1 | 97.2 | 83.03 | 34.42 | 98.6 | 89.24 | 34 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, beta=1.02026.02 | 29.71 | 97.7 | 76.27 | 29.61 | 97.7 | 75.58 | 32.12 | 98.7 | 84.31 | 49 | |
| Robust mixed lossFine-tuning type=Encoder fine-tuning, gamma=1.02026.02 | 29.22 | 96.4 | 82.83 | 29.94 | 96.7 | 82.48 | 31.91 | 98 | 89.37 | 45 | |
| Robust mixed lossFine-tuning type=Decoder fine-tuning, gamma=1.02026.02 | 13.86 | 53.8 | 85.1 | 20.91 | 86.2 | 82.03 | 13.61 | 93.1 | 89.88 | 38 |