Mechanical Property Estimation on GVT (test)
0.3278Young's Modulus ALDEOurs-H (0.6B)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours-H (0.6B)Resolution=64^32026.06 | 0.3278 | 0.034 | 0.0205 | 0.068 | 127.3125 | 0.0842 | |
| VoMPResolution=64^32026.06 | 0.3793 | 0.0409 | 0.0241 | 0.0818 | 142.6949 | 0.0921 | |
| PixieResolution=64^32026.06 | 0.3986 | 0.0446 | 0.0259 | 0.0869 | 141.7812 | 0.0917 | |
| Ours-H (0.6B)Resolution=1024^32026.06 | 0.8841 | 0.0917 | 0.0215 | 0.0714 | 158.4602 | 0.1048 | |
| VoMPResolution=1024^32026.06 | 1.1371 | 0.1226 | 0.0289 | 0.0965 | 191.6284 | 0.1216 | |
| PixieResolution=1024^32026.06 | 1.2264 | 0.1372 | 0.0413 | 0.1396 | 248.6735 | 0.1568 | |
| NeRF2PhysicsResolution=64^32026.06 | 2.8 | 0.1346 | — | — | 1,432.0343 | 1.0365 | |
| PUGSResolution=64^32026.06 | 3.3942 | 0.1688 | — | — | 3,568.215 | 3.2429 | |
| NeRF2PhysicsResolution=1024^32026.06 | 4.1273 | 0.2064 | — | — | 2,578.3261 | 1.8734 | |
| Phys4DGen⋆Resolution=64^32026.06 | 4.8967 | 0.2227 | 0.0407 | 0.1467 | 1,865.5673 | 1.4394 | |
| PUGSResolution=1024^32026.06 | 5.6871 | 0.2982 | — | — | 6,345.9184 | 5.3621 | |
| Phys4DGen⋆Resolution=1024^32026.06 | 6.9145 | 0.3576 | 0.0732 | 0.2624 | 3,187.4207 | 2.9127 |