Identity-Consistent Video Generation on HarmoView-Bench
74.7Total ScoreHarmoView
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| HarmoViewcategory=Open-source Academic Model, utilizes only the frontal reference=false2026.06 | 74.7 | 89.12 | 53.8 | 91.68 | 33.63 | 62.07 | 57.91 | 97.89 | |
| HarmoViewcategory=Open-source Academic Model, utilizes only the frontal reference=true2026.06 | 73.54 | 89.46 | 54.89 | 89.8 | 38.57 | 62.28 | 54.4 | 93.9 | |
| Wan 2.7category=Commercial Closed-source Engine2026.06 | 73.53 | 84.86 | 59.44 | 97.69 | 16.28 | 61.43 | 61.12 | 89.35 | |
| HuMocategory=Open-source Academic Model2026.06 | 73.11 | 83.67 | 53.15 | 95.81 | 22.88 | 62.32 | 59.69 | 94.52 | |
| Kling 3.0category=Commercial Closed-source Engine2026.06 | 70.92 | 78.57 | 50.86 | 89.02 | 23.75 | 59.64 | 57.88 | 96.87 | |
| RefAligncategory=Open-source Academic Model2026.06 | 68.71 | 65.14 | 50.1 | 92.44 | 30.35 | 60.9 | 60.13 | 97.51 | |
| VACEcategory=Open-source Academic Model2026.06 | 67.74 | 73.64 | 54.1 | 91.21 | 26.7 | 60.01 | 42.84 | 98.17 | |
| Kaleidocategory=Open-source Academic Model2026.06 | 61.11 | 60.37 | 57.35 | 96.02 | 23.81 | 59.84 | 25.32 | 94.83 |