3D Object Detection on Omni3D ARKitScenes (test)
43.75AP3D3DiffTection
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3DiffTectionResolution=512x512, NVS Train Views=2, Det. Train Views=12023.11 | 43.75 | 57.13 | 47.32 | 20.3 | |
| CubeRCNN-DLA-AugResolution=512x512, Det. Train Views=12023.11 | 41.72 | 53.09 | 45.42 | 19.26 | |
| 3DiffTectionResolution=256x256, NVS Train Views=2, Det. Train Views=12023.11 | 39.22 | 50.58 | 43.18 | 16.4 | |
| DreamTchr-Res50Resolution=512x512, Det. Train Views=12023.11 | 36.14 | 49.82 | 40.51 | 15.48 | |
| CubeRCNN-DLAResolution=512x512, Det. Train Views=12023.11 | 34.32 | 46.06 | 36.02 | 12.51 | |
| DreamTchr-Res50Resolution=256x256, Det. Train Views=12023.11 | 33.2 | 44.54 | 37.1 | 12.35 | |
| NeRF-Det-R50Resolution=256x256, NVS Train Views=> 2, Det. Train Views=> 22023.11 | 33.13 | 46.81 | 36.03 | 13.58 | |
| ImVoxelNetResolution=256x256, Det. Train Views=> 22023.11 | 32.09 | 46.71 | 35.62 | 11.94 | |
| CubeRCNN-DLAResolution=256x256, Det. Train Views=12023.11 | 31.75 | 43.1 | 34.68 | 11.07 |