4D Mesh Reconstruction on Objaverse (test)
0.0786CDSWiT-4D
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SWiT-4DEvaluation Protocol=Full-scale fine-tuning2025.12 | 0.0786 | 0.2253 | 0.2293 | 0.2274 | 0.0065 | 0.9911 | 1,729.46 | 0.5616 | — | |
| SWiT-4DEvaluation Protocol=One-shot LoRA fine-tuning2025.12 | 0.0789 | 0.1933 | 0.1934 | 0.1989 | 0.0086 | 0.9918 | 2,136.81 | 0.7653 | — | |
| TripoSGModel Configuration=latent smooth2025.12 | 0.0944 | 0.1925 | 0.2113 | 0.1797 | 0.0134 | 0.9918 | 1,594.86 | 0.8864 | — | |
| TripoSGModel Configuration=latent share2025.12 | 0.0958 | 0.1863 | 0.205 | 0.1735 | 0.0271 | 0.9915 | 1,587.79 | 2.0455 | — | |
| L4GM2025.12 | 0.1107 | 0.1806 | 0.2125 | 0.1652 | 0.017 | 0.983 | 2,029.13 | 1.9931 | — | |
| TripoSGRuntime (Sec.)=2.592025.12 | 0.1107 | 0.6585 | — | — | — | — | — | — | 0.2874 | |
| GVFD2025.12 | 0.1157 | 0.1546 | 0.1515 | 0.1619 | 0.0231 | 0.9783 | 1,961.06 | 2.818 | — | |
| COM4DRuntime (Sec.)=4.482025.12 | 0.1205 | 0.7349 | — | — | — | — | — | — | 0.3413 | |
| TripoSG2025.12 | 0.1507 | 0.1112 | 0.1176 | 0.1114 | 0.0494 | 0.9911 | 1,589.03 | 3.6063 | — | |
| V2M4Runtime (Sec.)=61.982025.12 | 0.1595 | 0.4903 | — | — | — | — | — | — | 0.2135 | |
| Genzoo2025.12 | 0.2182 | 0.0313 | 0.0389 | 0.0312 | 0.036 | 0.9832 | 1,601.7 | 4.0621 | — | |
| L4GMRuntime (Sec.)=1.222025.12 | 0.2308 | 0.3236 | — | — | — | — | — | — | — | |
| GVFDRuntime (Sec.)=2.872025.12 | 0.2728 | 0.2856 | — | — | — | — | — | — | — |