Video Generation on Vbench (eval)
65.56Imaging QualityViDiT-Q + TCEC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ViDiT-Q + TCECBit-width W/A=8/82025.08 | 65.56 | 57.12 | 96.27 | 61.09 | 96.23 | 91.34 | 39.58 | 26.2 | |
| ViDiT-Q + TCECBit-width W/A=4/82025.08 | 64.97 | 56.9 | 96.01 | 59.42 | 97.01 | 90.05 | 37.2 | 26.2 | |
| BaselineBit-width W/A=16/162025.08 | 63.68 | 57.12 | 96.28 | 56.94 | 96.13 | 90.28 | 39.61 | 26.21 | |
| ViDiT-QBit-width W/A=8/82025.08 | 63.48 | 56.95 | 96.14 | 61.11 | 95.84 | 90.24 | 38.22 | 26.06 | |
| SmoothQuantBit-width W/A=8/82025.08 | 62.22 | 55.9 | 95.96 | 68.05 | 94.17 | 87.71 | 36.66 | 25.66 | |
| ViDiT-QBit-width W/A=4/82025.08 | 61.07 | 55.37 | 95.69 | 58.33 | 95.23 | 88.72 | 36.19 | 25.94 | |
| Q-DiffusionBit-width W/A=8/82025.08 | 60.38 | 55.15 | 94.44 | 68.05 | 94.17 | 87.74 | 36.62 | 25.66 | |
| Q-DiTBit-width W/A=8/82025.08 | 60.35 | 55.8 | 93.64 | 68.05 | 94.7 | 86.94 | 32.34 | 26.09 | |
| QuarotBit-width W/A=8/82025.08 | 60.14 | 53.21 | 94.98 | 66.21 | 95.03 | 85.35 | 35.65 | 25.43 | |
| PTQ4DiTBit-width W/A=8/82025.08 | 56.88 | 55.53 | 95.89 | 63.88 | 96.02 | 91.26 | 34.52 | 25.32 | |
| SmoothQuantBit-width W/A=4/82025.08 | 46.98 | 44.38 | 94.59 | 21.67 | 94.36 | 82.79 | 26.41 | 18.25 | |
| QuarotBit-width W/A=4/82025.08 | 44.25 | 43.78 | 92.57 | 66.21 | 94.25 | 84.55 | 28.43 | 18.43 | |
| PTQ4DiTBit-width W/A=4/82025.08 | 37.97 | 31.15 | 92.56 | 9.722 | 98.18 | 93.59 | 3.561 | 11.46 | |
| Q-DiTBit-width W/A=4/82025.08 | 23.3 | 29.61 | 97.89 | 4.166 | 97.02 | 91.51 | 0 | 4.985 |