Text-to-Video generation on Wan2.1 14B CFG = 5.0, 720 × 1280p, frames = 80 (test)
0.182CLIPSIMFull Prec.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full Prec.#Bits (W/A)=16/16, Density=100%2025.09 | 0.182 | 90.79 | 0 | — | — | — | |
| QuantSparse#Bits (W/A)=6/6, Density=25%2025.09 | 0.182 | 89.96 | 0.002 | 18.67 | 0.622 | 0.24 | |
| QuantSparse#Bits (W/A)=6/6, Density=15%2025.09 | 0.181 | 92.87 | 0.06 | 18.67 | 0.616 | 0.277 | |
| QuaRot#Bits (W/A)=6/6, Density=100%2025.09 | 0.18 | 66.56 | 0.313 | 13.59 | 0.409 | 0.566 | |
| ViDiT-Q#Bits (W/A)=6/6, Density=100%2025.09 | 0.18 | 71.26 | 0.251 | 15.3 | 0.513 | 0.376 | |
| Q-VDiT#Bits (W/A)=6/6, Density=100%2025.09 | 0.18 | 89.1 | 0.082 | 18.13 | 0.61 | 0.264 | |
| QuaRot+SVG#Bits (W/A)=6/6, Density=15%2025.09 | 0.18 | 60.14 | 0.396 | 13.55 | 0.399 | 0.567 | |
| QuaRot+SVG#Bits (W/A)=6/6, Density=25%2025.09 | 0.179 | 67.64 | 0.336 | 13.6 | 0.407 | 0.555 | |
| Q-VDiT+SVG#Bits (W/A)=6/6, Density=25%2025.09 | 0.179 | 88.29 | 0.091 | 16.69 | 0.563 | 0.323 | |
| Q-VDiT+SVG#Bits (W/A)=6/6, Density=15%2025.09 | 0.179 | 85.26 | 0.182 | 15.94 | 0.532 | 0.367 | |
| SmoothQuant#Bits (W/A)=6/6, Density=100%2025.09 | 0.178 | 62.25 | 0.363 | 13.06 | 0.404 | 0.656 |