Video Generation on VBench (6 Perceptual Metrics)
92.31Subject ConsistencyA2RD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| A2RDGeneration Mode=Autoregressive2026.05 | 92.31 | 95.14 | 66.32 | 74.31 | 95.78 | 99.01 | |
| ViMax2026.05 | 92.15 | 94.88 | 61.81 | 70.4 | 96.68 | 99.14 | |
| VideoMemory2026.05 | 92.07 | 94.92 | 64.35 | 70.29 | 99.07 | 99.01 | |
| MovieAgent2026.05 | 91.5 | 93.86 | 65.32 | 74.5 | 96.41 | 99.14 | |
| A2RD-ParGeneration Mode=Parallel2026.05 | 91.08 | 95.78 | 62.09 | 72.57 | 99.1 | 99.17 | |
| Naive-ARGeneration Mode=Autoregressive2026.05 | 90.62 | 93.63 | 65.46 | 74.24 | 98 | 98.98 | |
| Naive-ParGeneration Mode=Parallel2026.05 | 88.52 | 91.48 | 66.92 | 64.17 | 98.73 | 99.24 | |
| Direct Prompting2026.05 | 77.13 | 89.29 | 61.8 | 71.6 | 96.38 | 99.15 |