Video Generation on Causal Forcing
4.35Compression RatioPolarQuant
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PolarQuantbits=22026.05 | 4.35 | 0.7273 | 8.62 | 21.55 | 20.89 | 0.2984 | — | — | — | — | — | — | |
| TurboQuant-MSEbits=22026.05 | 4.28 | 0.777 | 8.45 | 16.64 | 14.99 | 0.2508 | — | — | — | — | — | — | |
| TurboQuant-QJLbits=22026.05 | 4.21 | 0.8164 | 7.1 | 11.06 | 8.45 | 0.1481 | — | — | — | — | — | — | |
| OCTOPUSbits=22026.05 | 4.05 | 0.5808 | 10.9 | 35.93 | 30.24 | 0.5618 | — | — | — | — | — | — | |
| OCTOPUS-QJLbits=22026.05 | 3.57 | 0.5808 | 10.89 | 35.77 | 30.34 | 0.5592 | — | — | — | — | — | — | |
| PolarQuantbits=32026.05 | 3.46 | 0.4018 | 13.06 | 49.71 | 31.44 | 0.7471 | — | — | — | — | — | — | |
| TurboQuant-MSEbits=32026.05 | 3.41 | 0.4225 | 13.1 | 48.61 | 31.74 | 0.7347 | — | — | — | — | — | — | |
| TurboQuant-QJLbits=32026.05 | 3.37 | 0.7786 | 8.42 | 16.64 | 15.13 | 0.2497 | — | — | — | — | — | — | |
| OCTOPUSbits=32026.05 | 3.29 | 0.3904 | 13.48 | 50.9 | 31.57 | 0.7594 | — | — | — | — | — | — | |
| OCTOPUS-QJLbits=32026.05 | 2.96 | 0.3892 | 13.54 | 51.23 | 31.58 | 0.7627 | — | — | — | — | — | — | |
| PolarQuantbits=42026.05 | 2.87 | 0.3009 | 15.41 | 58.5 | 31.56 | 0.8275 | — | — | — | — | — | — | |
| TurboQuant-MSEbits=42026.05 | 2.84 | 0.3339 | 14.58 | 55.47 | 31.63 | 0.8051 | — | — | — | — | — | — | |
| TurboQuant-QJLbits=42026.05 | 2.81 | 0.4213 | 13.09 | 48.84 | 31.69 | 0.7374 | — | — | — | — | — | — | |
| OCTOPUSbits=42026.05 | 2.71 | 0.3093 | 15.21 | 57.57 | 31.52 | 0.8192 | — | — | — | — | — | — | |
| OCTOPUS-QJLbits=42026.05 | 2.48 | 0.3103 | 15.23 | 57.75 | 31.62 | 0.819 | — | — | — | — | — | — | |
| OCTOPUSb=4, KV×=2.3×2026.05 | — | — | — | — | — | — | 0.142 | 0.309 | 0.522 | 10.2 | 15.2 | 20.2 | |
| OCTOPUSb=3, KV×=2.7×2026.05 | — | — | — | — | — | — | 0.196 | 0.39 | 0.628 | 8.4 | 13.5 | 20.8 | |
| OCTOPUSb=2, KV×=3.1×2026.05 | — | — | — | — | — | — | 0.341 | 0.581 | 0.821 | 6.8 | 10.9 | 15 | |
| OCTOPUS-QJLb=4, KV×=2.2×2026.05 | — | — | — | — | — | — | 0.153 | 0.31 | 0.552 | 9.6 | 15.2 | 20.3 | |
| OCTOPUS-QJLb=3, KV×=2.5×2026.05 | — | — | — | — | — | — | 0.207 | 0.389 | 0.624 | 8.8 | 13.5 | 20.4 | |
| OCTOPUS-QJLb=2, KV×=2.8×2026.05 | — | — | — | — | — | — | 0.377 | 0.581 | 0.815 | 6.7 | 10.9 | 15 | |
| PolarQuantb=4, KV×=2.4×2026.05 | — | — | — | — | — | — | 0.113 | 0.301 | 0.582 | 11.1 | 15.4 | 24.2 | |
| PolarQuantb=3, KV×=2.8×2026.05 | — | — | — | — | — | — | 0.218 | 0.402 | 0.691 | 9 | 13.1 | 19.5 | |
| PolarQuantb=2, KV×=3.3×2026.05 | — | — | — | — | — | — | 0.575 | 0.727 | 0.898 | 5.5 | 8.6 | 11.2 | |
| TurboQuant-MSEb=4, KV×=2.4×2026.05 | — | — | — | — | — | — | 0.14 | 0.334 | 0.637 | 9.2 | 14.6 | 21.8 | |
| TurboQuant-MSEb=3, KV×=2.7×2026.05 | — | — | — | — | — | — | 0.207 | 0.423 | 0.661 | 8.5 | 13.1 | 18.8 | |
| TurboQuant-MSEb=2, KV×=3.2×2026.05 | — | — | — | — | — | — | 0.616 | 0.777 | 0.907 | 5.9 | 8.4 | 11.6 | |
| TurboQuant-QJLb=4, KV×=2.4×2026.05 | — | — | — | — | — | — | 0.213 | 0.421 | 0.663 | 8.1 | 13.1 | 18.6 | |
| TurboQuant-QJLb=3, KV×=2.7×2026.05 | — | — | — | — | — | — | 0.624 | 0.779 | 0.91 | 5.9 | 8.4 | 11.2 | |
| TurboQuant-QJLb=2, KV×=3.2×2026.05 | — | — | — | — | — | — | 0.708 | 0.816 | 0.997 | 5.5 | 7.1 | 8.2 |