Video Generation on VBench extended prompts
97.32Subject ConsistencyQ-ARVD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Q-ARVDBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 97.32 | 96.66 | 98.82 | 62.55 | 70.86 | 85.24 | 140.38 | 0.486 | |
| Q-ARVDBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.98 | 96.59 | 98.52 | 62.66 | 72.04 | 85.36 | 61.67 | 0.335 | |
| PTQ4DiTBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.97 | 96.66 | 98.52 | 62.6 | 72.08 | 85.37 | 63.21 | 0.341 | |
| AdaroundBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.95 | 96.6 | 98.52 | 62.68 | 71.93 | 85.34 | 62.57 | 0.341 | |
| Bfloat16Bitwidth=16/16, Evaluation Protocol=Causal-forcing2026.05 | 96.91 | 96.59 | 98.47 | 62.88 | 71.8 | 85.33 | 0 | 0 | |
| SmoothQuantBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.81 | 96.5 | 98.64 | 62.4 | 72.1 | 85.29 | 69.67 | 0.36 | |
| SVDQuantBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.8 | 96.55 | 98.43 | 62.66 | 72.07 | 85.3 | 63.52 | 0.361 | |
| Q-ARVDBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 96.74 | 96.33 | 98.56 | 61.92 | 71.23 | 84.96 | 106.04 | 0.452 | |
| PTQ4DiTBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 96.71 | 96.07 | 98.7 | 61.65 | 71.69 | 84.96 | 141.03 | 0.47 | |
| MinMaxBitwidth=W8A8, Evaluation Protocol=Causal-forcing2026.05 | 96.71 | 96.45 | 98.46 | 62.33 | 72.16 | 85.22 | 67.65 | 0.358 | |
| SmoothQuantBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 96.57 | 95.61 | 98.75 | 59.22 | 69.72 | 83.97 | 326.97 | 0.539 | |
| SmoothQuantBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 96.56 | 95.84 | 98.71 | 60.77 | 71.25 | 84.63 | 220.94 | 0.507 | |
| AdaroundBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 96.4 | 95.96 | 98.58 | 61.62 | 69.96 | 84.5 | 233.43 | 0.507 | |
| AdaroundBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 96.38 | 96.02 | 98.56 | 61.71 | 71.4 | 84.81 | 143.49 | 0.463 | |
| SVDQuantBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 96.24 | 95.94 | 98.81 | 59.98 | 70.35 | 84.26 | 135.62 | 0.492 | |
| PTQ4DiTBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 96.21 | 95.28 | 98.55 | 60.53 | 70.75 | 84.26 | 244.95 | 0.527 | |
| SVDQuantBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 96.13 | 95.76 | 98.65 | 59.2 | 68.76 | 83.7 | 210.28 | 0.532 | |
| MinMaxBitwidth=W4A8, Evaluation Protocol=Causal-forcing2026.05 | 95.36 | 95.37 | 98.82 | 59.08 | 68.41 | 83.41 | 279.61 | 0.505 | |
| MinMaxBitwidth=W4A6, Evaluation Protocol=Causal-forcing2026.05 | 94.82 | 94.95 | 98.73 | 58.27 | 65.77 | 82.51 | 375.82 | 0.544 |