Object Classification on Objaverse LVIS 1.0 (evaluation)
46.7Top-1 AccTIGAUSSIAN-S
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TIGAUSSIAN-SBase Model=Uni3D-S, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 46.7 | 68.6 | 74.5 | |
| TIGAUSSIAN-BBase Model=Uni3D-B, Training Dataset=Objaverse-100k, GS Points=10242026.01 | 46.6 | 67.5 | 75.4 | |
| TIGAUSSIAN-SBase Model=Uni3D-S, Training Dataset=Objaverse-100k, GS Points=10242026.01 | 41.8 | 62.7 | 69.1 | |
| MixCon3DBase Model=PointBERT, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 32.3 | 52.5 | 61.5 | |
| ReCon++Base Model=ViT-B, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 31 | 50.5 | 55.2 | |
| ReCon++Base Model=ViT-S, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 26.9 | 47.5 | 53.6 | |
| ReconBase Model=PointBERT, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 25.1 | 45.6 | 50.1 | |
| TAMMBase Model=PointBERT, Training Dataset=Objaverse-100k, GS Points=100002026.01 | 22.7 | 40.1 | 48.5 |