Text-to-Video generation on Wan 1.3B 2.1
0.193CLIPSIMQuantSparse
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| QuantSparse#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.193 | 78.35 | 0.055 | 15.51 | 0.511 | 0.324 | |
| QuantSparse#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.193 | 81.09 | 0.576 | 15.22 | 0.502 | 0.338 | |
| Full Prec.#Bits (W/A)=16/16, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.191 | 73.12 | 0 | — | — | — | |
| Q-VDiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.191 | 75.2 | 0.982 | 12.06 | 0.405 | 0.474 | |
| Q-VDiT+SVG#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.191 | 55.92 | 0.942 | 11.61 | 0.384 | 0.508 | |
| QuaRot+Jenga#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.191 | 32.83 | 2.148 | 10.33 | 0.346 | 0.578 | |
| QuaRot#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.19 | 42.81 | 1.754 | 10.71 | 0.379 | 0.571 | |
| ViDiT-Q#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.19 | 50.85 | 1.253 | 11.02 | 0.385 | 0.526 | |
| Q-VDiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.19 | 56.45 | 2.24 | 11.01 | 0.394 | 0.565 | |
| QuaRot+SVG#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.19 | 32.48 | 2.088 | 10.58 | 0.37 | 0.576 | |
| Q-VDiT+Jenga#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.189 | 53.52 | 1.087 | 11.21 | 0.345 | 0.583 | |
| Q-VDiT+DFT#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.188 | 47.33 | 1.377 | 11.06 | 0.345 | 0.577 | |
| QuaRot+DFT#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.187 | 32.23 | 2.329 | 10.32 | 0.36 | 0.583 | |
| ViDiT-Q#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.186 | 63.21 | 1.698 | 11.24 | 0.351 | 0.526 | |
| QuaRot#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.185 | 65.15 | 1.87 | 11.72 | 0.349 | 0.514 | |
| Q-VDiT+DFT#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.185 | 45.6 | 2.907 | 10.03 | 0.331 | 0.594 | |
| Q-VDiT+Jenga#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.185 | 47.61 | 3 | 10.04 | 0.334 | 0.596 | |
| SmoothQuant#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.184 | 40.57 | 2.008 | 10.44 | 0.353 | 0.574 | |
| QuaRot+Jenga#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.184 | 38.78 | 2.165 | 11.32 | 0.329 | 0.543 | |
| Q-VDiT+SVG#Bits (W/A)=4/8, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.184 | 51.84 | 3.035 | 10.07 | 0.342 | 0.592 | |
| Q-DiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.183 | 39.21 | 2.125 | 10.36 | 0.351 | 0.577 | |
| QuaRot+DFT#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.183 | 36.79 | 2.297 | 11.29 | 0.321 | 0.546 | |
| QuaRot+SVG#Bits (W/A)=6/6, Density=40%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.183 | 41.93 | 1.94 | 11.43 | 0.331 | 0.541 | |
| PTQ4DiT#Bits (W/A)=6/6, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.182 | 36.79 | 2.287 | 10.2 | 0.343 | 0.598 | |
| Q-DiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.182 | 32.57 | 2.767 | 10.11 | 0.32 | 0.594 | |
| SmoothQuant#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.182 | 34.82 | 2.174 | 10.2 | 0.327 | 0.569 | |
| PTQ4DiT#Bits (W/A)=4/8, Density=100%, CFG=6.0, Resolution=480 × 832p, Frames=802025.09 | 0.181 | 30.26 | 2.574 | 10 | 0.318 | 0.603 |