Video Generation on Wan2.1 14B (test)
0.183CLIPSIMQuantSparse
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| QuantSparse#Bits (W/A)=4/8, Density=25%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.183 | 91.98 | 0.056 | 18.72 | 0.63 | 0.24 | 2,594 | 1.55 | |
| Full Prec.#Bits (W/A)=16/16, Density=100%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 90.79 | 0 | — | — | — | 4,031 | 1 | |
| QuaRot#Bits (W/A)=4/8, Density=100%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 85.91 | 0.753 | 13.79 | 0.431 | 0.494 | 3,425 | 1.18 | |
| ViDiT-Q#Bits (W/A)=4/8, Density=100%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 83.13 | 0.496 | 15.12 | 0.487 | 0.425 | 3,425 | 1.18 | |
| Q-VDiT#Bits (W/A)=4/8, Density=100%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 83.76 | 0.343 | 15.85 | 0.512 | 0.398 | 3,457 | 1.17 | |
| QuaRot+SVG#Bits (W/A)=4/8, Density=25%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 85.66 | 0.134 | 13.7 | 0.427 | 0.487 | 2,594 | 1.55 | |
| Q-VDiT+SVG#Bits (W/A)=4/8, Density=25%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 87.89 | 0.31 | 15.48 | 0.507 | 0.409 | 2,635 | 1.53 | |
| QuaRot+SVG#Bits (W/A)=4/8, Density=15%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 81.93 | 0.152 | 13.4 | 0.415 | 0.494 | 2,315 | 1.74 | |
| QuantSparse#Bits (W/A)=4/8, Density=15%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.182 | 90.73 | 0.042 | 18.22 | 0.605 | 0.272 | 2,315 | 1.74 | |
| Q-VDiT+SVG#Bits (W/A)=4/8, Density=15%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.181 | 82.31 | 0.411 | 15.18 | 0.493 | 0.429 | 2,372 | 1.7 | |
| SmoothQuant#Bits (W/A)=4/8, Density=100%, CFG=5.0, Resolution=720 × 1280p, frames=802025.09 | 0.18 | 73.11 | 0.875 | 13.7 | 0.423 | 0.51 | 3,425 | 1.18 |