Identity-Preserving Image-to-Video Generation on ConsIDVid-Bench public
98.47Subject Identity ScoreWan2.2-5B
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Wan2.2-5BSize=5B2026.02 | 98.47 | 98.64 | 94.02 | 94.39 | 98.85 | 97.47 | 84.81 | 71.6 | 0.1386 | 0.1591 | |
| Wan2.1-14BSize=14B2026.02 | 98.29 | 98.49 | 94.9 | 94.74 | 99.15 | 98.16 | 84.45 | 72.2 | 0.1322 | 0.0961 | |
| ConsID-Gen2026.02 | 98.14 | 98.49 | 94.81 | 95.19 | 99.22 | 98.33 | 84.95 | 71.8 | 0.1277 | 0.1321 | |
| Wan2.1-1.3BSize=1.3B2026.02 | 97.34 | 97.71 | 92.86 | 94.09 | 99.32 | 98.48 | 83.37 | 69.1 | 0.1503 | 0.1324 | |
| HunyuanVideo2026.02 | 96.66 | 96.88 | 92.16 | 93.2 | 98.36 | 97.2 | 83 | 67.4 | 0.1377 | 0.2126 | |
| SkyReelv2Version=v22026.02 | 96.59 | 97 | 91.67 | 93.23 | 99.16 | 97.92 | 84.8 | 68 | 0.15 | 0.1526 | |
| ConsistI2V2026.02 | 95.38 | 92.25 | 91.98 | 93.32 | 97.67 | 95.48 | 79.22 | 62.4 | 0.17 | 0.1601 | |
| CogVideoX1.5-5BVersion=1.5, Size=5B2026.02 | 91.26 | 96.14 | 90.58 | 92.05 | 98.91 | 97.84 | 80.26 | 61.5 | 0.1589 | 0.1409 |