Animation Video Colorization on SAKUGA-42M (test)
0.8496SSIMTimeColor
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TimeColorReference Setting=Single Reference, Starting-Frame2026.01 | 0.8496 | 24.95 | 0.1309 | 158.58 | 38.88 | |
| TimeColorReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.8071 | 21.98 | 0.1822 | 204.07 | 49.01 | |
| TimeColorReference Setting=Multi-Reference2026.01 | 0.7589 | 18.89 | 0.2361 | 257.41 | 61.78 | |
| TimeColorReference Setting=Multi-Reference, Mask Propagation Strategy=Starting-frame masks propagated from sketches2026.01 | 0.7585 | 18.95 | 0.2364 | 260.81 | 61.62 | |
| AniDocReference Setting=Single Reference, Starting-Frame2026.01 | 0.7536 | 20.79 | 0.2133 | 256.33 | 65.79 | |
| ToonCrafterReference Setting=Single Reference, Starting-Frame2026.01 | 0.7487 | 21.75 | 0.1895 | 268.02 | 45.26 | |
| LongAnimationReference Setting=Single Reference, Starting-Frame2026.01 | 0.7193 | 20.34 | 0.2461 | 292.54 | 54.41 | |
| AniDocReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.7189 | 18.97 | 0.2555 | 306.07 | 73.99 | |
| ToonComposerReference Setting=Single Reference, Starting-Frame2026.01 | 0.7046 | 20.09 | 0.2371 | 302.15 | 44.79 | |
| ToonCrafterReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.6957 | 19.47 | 0.2415 | 322.14 | 54.07 | |
| LongAnimationReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.6592 | 18.04 | 0.3105 | 359.98 | 66.07 | |
| AniDocReference Setting=Multi-Reference2026.01 | 0.5798 | 13.5 | 0.4042 | 505.83 | 109.25 | |
| ToonComposerReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.5657 | 15.31 | 0.3611 | 457.37 | 67.68 | |
| LVCDReference Setting=Single Reference, Starting-Frame2026.01 | 0.5469 | 11.18 | 0.3996 | 522.21 | 75.86 | |
| LVCDReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.5189 | 10.49 | 0.4436 | 597.94 | 89.18 | |
| ToonCrafterReference Setting=Multi-Reference2026.01 | 0.5002 | 13.02 | 0.4173 | 500.44 | 99.17 | |
| LVCDReference Setting=Multi-Reference2026.01 | 0.4846 | 10.58 | 0.5198 | 696.53 | 115.3 | |
| VACEReference Setting=Single Reference, Starting-Frame2026.01 | 0.481 | 12.85 | 0.4018 | 757.5 | 113.06 | |
| LongAnimationReference Setting=Multi-Reference2026.01 | 0.4731 | 12.68 | 0.4841 | 552.1 | 100.64 | |
| VACEReference Setting=Single Reference, Arbitrary-Frame2026.01 | 0.46 | 12.24 | 0.4238 | 772.32 | 116.73 | |
| ToonComposerReference Setting=Multi-Reference2026.01 | 0.4294 | 12 | 0.5135 | 501.54 | 87.86 | |
| VACEReference Setting=Multi-Reference2026.01 | 0.3369 | 9.76 | 0.5342 | 888.22 | 132.9 |