Text-to-Video generation on HunyuanVideo 13B CFG = 6.0, 720 × 1280p, frames = 60 (test)
0.184CLIPSIMFull Prec.
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full Prec.#Bits (W/A)=16/16, Density=100%2025.09 | 0.184 | 81.23 | 0 | — | — | — | |
| QuantSparse#Bits (W/A)=6/6, Density=25%2025.09 | 0.183 | 81.17 | 0.435 | 22.71 | 0.72 | 0.221 | |
| QuantSparse#Bits (W/A)=6/6, Density=15%2025.09 | 0.183 | 82.26 | 0.328 | 22.68 | 0.72 | 0.224 | |
| QuaRot#Bits (W/A)=6/6, Density=100%2025.09 | 0.182 | 72.28 | 0.546 | 16.99 | 0.59 | 0.378 | |
| ViDiT-Q#Bits (W/A)=6/6, Density=100%2025.09 | 0.182 | 72.36 | 0.937 | 18.24 | 0.623 | 0.335 | |
| Q-VDiT#Bits (W/A)=6/6, Density=100%2025.09 | 0.182 | 73.68 | 1.232 | 21.02 | 0.675 | 0.264 | |
| QuaRot+SVG#Bits (W/A)=6/6, Density=25%2025.09 | 0.181 | 72.57 | 0.718 | 16.85 | 0.581 | 0.385 | |
| Q-VDiT+SVG#Bits (W/A)=6/6, Density=25%2025.09 | 0.181 | 72.59 | 1.405 | 20.38 | 0.658 | 0.284 | |
| QuaRot+SVG#Bits (W/A)=6/6, Density=15%2025.09 | 0.181 | 72.6 | 0.997 | 16.85 | 0.578 | 0.394 | |
| Q-VDiT+SVG#Bits (W/A)=6/6, Density=15%2025.09 | 0.181 | 72.04 | 1.763 | 19.94 | 0.644 | 0.307 | |
| SmoothQuant#Bits (W/A)=6/6, Density=100%2025.09 | 0.18 | 69.55 | 1.406 | 15.91 | 0.553 | 0.411 |