Lineart Colorization on Lineart Colorization 900 samples (test)
97.69Image Alignment ScoreOmniColor
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OmniColorLineart=true, Text description=true, Sequential generation=true, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 97.69 | 92.34 | 34.65 | 27.76 | 0.077 | 0.14 | |
| OmniColorLineart=true, Text description=false, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 97.49 | 91.49 | 29.72 | 29.37 | 0.0793 | 0.09 | |
| OmniColorLineart=true, Text description=true, Sequential generation=true, Color hints=true, Using first GT image=false, ID reference=true2026.03 | 93.12 | 81.93 | 20.03 | 83.92 | 0.2115 | 0.64 | |
| OmniColorLineart=true, Text description=true, Sequential generation=true, Color hints=true, Using first GT image=false, ID reference=false2026.03 | 93.1 | 81.95 | 20.01 | 84.97 | 0.2112 | 0.11 | |
| OmniColorLineart=true, Text description=true, Sequential generation=false, Color hints=true, Using first GT image=false, ID reference=false2026.03 | 93.04 | 81.21 | 19.47 | 79.64 | 0.2191 | 4.76 | |
| OmniColorLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=true2026.03 | 92.47 | 75.91 | 16.31 | 81.78 | 0.2541 | 5.32 | |
| OmniColorLineart=true, Text description=true, Sequential generation=true, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 92.46 | 76.11 | 16.38 | 91.49 | 0.2785 | 0.37 | |
| OmniColorLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 92.42 | 75.72 | 16.19 | 84.86 | 0.2817 | 5.44 | |
| OmniColorLineart=true, Text description=false, Sequential generation=false, Color hints=true, Using first GT image=false, ID reference=false2026.03 | 91.74 | 81.89 | 19.85 | 86.69 | 0.223 | 6 | |
| ManganinjaLineart=true, Text description=false, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 90.25 | 69.14 | 16.63 | 46.86 | 0.327 | 5.33 | |
| LVCDLineart=true, Text description=false, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 89.67 | 82.2 | 22.3 | 36.08 | 0.2699 | 4.65 | |
| AniDocLineart=true, Text description=false, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 85.29 | 66.38 | 17.08 | 60.47 | 0.3348 | 0.44 | |
| Qwen-Image-EditLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 84.73 | 52.53 | 11.89 | 148.49 | 0.4682 | 8.34 | |
| Seedream 4.5Lineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 84.19 | 60.73 | 11.13 | 179.87 | 0.5996 | 7.13 | |
| Nano BananaLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 84.15 | 52.81 | 11.63 | 153.08 | 0.5466 | 8.28 | |
| AnimeColorLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 83.76 | 63.26 | 13.61 | 219.47 | 0.4286 | 8.07 | |
| Emu 3.5Lineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 81.44 | 50.55 | 11.71 | 187.85 | 0.561 | 6.54 | |
| Flux2-devLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 80.61 | 45.79 | 10.45 | 184.04 | 0.5634 | 3.61 | |
| MagicColorLineart=true, Text description=false, Sequential generation=false, Color hints=false, Using first GT image=true, ID reference=false2026.03 | 77.28 | 56.31 | 10.69 | 118.33 | 0.5193 | 8.33 | |
| Flux-KontextLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 74.48 | 43.21 | 9.2 | 259.04 | 0.7112 | 2.92 | |
| DreamOmni2Lineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 72.73 | 40.46 | 9.01 | 218.95 | 0.7357 | 8.37 | |
| Tag2pixLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 65.26 | 45.25 | 7.4692 | 179.84 | 0.5938 | 3.02 | |
| ControlNetLineart=true, Text description=true, Sequential generation=false, Color hints=false, Using first GT image=false, ID reference=false2026.03 | 64.03 | 30.79 | 7.739 | 134.71 | 0.792 | 10.13 |