Forward trajectory generation on Re10K (test)
0.431LPIPSNeuWorld
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NeuWorldhorizon=Short-term, frame=50th2026.06 | 0.431 | 15.11 | 0.476 | 34.55 | 0.026 | 0.098 | |
| VMemhorizon=Short-term, frame=50th2026.06 | 0.547 | 12.57 | 0.374 | 55.49 | 0.102 | 0.326 | |
| SEVAhorizon=Short-term, frame=50th2026.06 | 0.566 | 11.8 | 0.343 | 52.25 | 0.11 | 0.262 | |
| Matrix-Game 2.0horizon=Short-term, frame=50th2026.06 | 0.636 | 9.56 | 0.202 | 86.69 | 0.334 | 0.358 | |
| ViewCrafterhorizon=Short-term, frame=50th2026.06 | 0.664 | 9.91 | 0.195 | 54.6 | 0.173 | 0.605 | |
| NeuWorldhorizon=Long-term, frame=200th2026.06 | 0.665 | 10.12 | 0.308 | 54.08 | 0.083 | 0.141 | |
| SEVAhorizon=Long-term, frame=200th2026.06 | 0.666 | 10.34 | 0.293 | 79.56 | 0.21 | 0.295 | |
| Gen3Chorizon=Short-term, frame=50th2026.06 | 0.667 | 10.71 | 0.273 | 76.88 | 0.203 | 0.429 | |
| VMemhorizon=Long-term, frame=200th2026.06 | 0.669 | 10.64 | 0.329 | 64.06 | 0.172 | 0.364 | |
| Gen3Chorizon=Long-term, frame=200th2026.06 | 0.672 | 10.61 | 0.278 | 131.88 | 0.226 | 0.443 | |
| ViewCrafterhorizon=Long-term, frame=200th2026.06 | 0.697 | 9.47 | 0.16 | 96.13 | 0.226 | 0.609 | |
| Matrix-Game 2.0horizon=Long-term, frame=200th2026.06 | 0.717 | 7.76 | 0.148 | 114.24 | 0.567 | 0.432 |