Multi-view 3D Reconstruction on ModelNet40 (test)
52.9mIoUBaser2n2-AttSets
Evaluation Results
| Method | Links | |
|---|---|---|
| Baser2n2-AttSetsNumber of views=12, Training protocol=Group 12018.08 | 52.9 | |
| Baser2n2-AttSetsNumber of views=8, Training protocol=Group 12018.08 | 52.7 | |
| Base_r2n2-AttSetsNumber of views=12, Training strategy=Group 22018.08 | 52.7 | |
| Baser2n2-max poolingNumber of views=12, Training protocol=Group 12018.08 | 52.5 | |
| Base_r2n2-AttSetsNumber of views=8, Training strategy=Group 22018.08 | 52.5 | |
| Baser2n2-max poolingNumber of views=8, Training protocol=Group 12018.08 | 52.3 | |
| Base_r2n2-mean poolingNumber of views=12, Training strategy=Group 22018.08 | 52.3 | |
| Baser2n2-AttSetsNumber of views=5, Training protocol=Group 12018.08 | 52.1 | |
| Baser2n2-mean poolingNumber of views=12, Training protocol=Group 12018.08 | 52 | |
| Baser2n2-sum poolingNumber of views=12, Training protocol=Group 12018.08 | 52 | |
| Baser2n2-SMSO poolingNumber of views=12, Training protocol=Group 12018.08 | 52 | |
| Base_r2n2-mean poolingNumber of views=8, Training strategy=Group 22018.08 | 52 | |
| Base_r2n2-AttSetsNumber of views=5, Training strategy=Group 22018.08 | 52 | |
| Base_r2n2-SMSO poolingNumber of views=12, Training strategy=Group 22018.08 | 51.9 | |
| Base_r2n2-AttSetsNumber of views=4, Training strategy=Group 22018.08 | 51.8 | |
| Baser2n2-SMSO poolingNumber of views=8, Training protocol=Group 12018.08 | 51.7 | |
| Baser2n2-AttSetsNumber of views=4, Training protocol=Group 12018.08 | 51.7 | |
| Base_r2n2-max poolingNumber of views=12, Training strategy=Group 22018.08 | 51.7 | |
| Base_r2n2-sum poolingNumber of views=12, Training strategy=Group 22018.08 | 51.7 | |
| Base_r2n2-SMSO poolingNumber of views=8, Training strategy=Group 22018.08 | 51.6 | |
| Baser2n2-mean poolingNumber of views=8, Training protocol=Group 12018.08 | 51.5 | |
| Baser2n2-BP poolingNumber of views=12, Training protocol=Group 12018.08 | 51.5 | |
| Baser2n2-MHBN poolingNumber of views=12, Training protocol=Group 12018.08 | 51.5 | |
| Base_r2n2-max poolingNumber of views=8, Training strategy=Group 22018.08 | 51.5 | |
| Baser2n2-sum poolingNumber of views=8, Training protocol=Group 12018.08 | 51.4 | |
| Base_r2n2-sum poolingNumber of views=8, Training strategy=Group 22018.08 | 51.4 | |
| Base_r2n2-mean poolingNumber of views=5, Training strategy=Group 22018.08 | 51.2 | |
| Baser2n2-max poolingNumber of views=5, Training protocol=Group 12018.08 | 51.1 | |
| Baser2n2-AttSetsNumber of views=3, Training protocol=Group 12018.08 | 51.1 | |
| Base_r2n2-AttSetsNumber of views=3, Training strategy=Group 22018.08 | 51.1 | |
| Base_r2n2-BP poolingNumber of views=12, Training strategy=Group 22018.08 | 51 | |
| Baser2n2-BP poolingNumber of views=8, Training protocol=Group 12018.08 | 50.9 | |
| Baser2n2-MHBN poolingNumber of views=8, Training protocol=Group 12018.08 | 50.9 | |
| Base_r2n2-max poolingNumber of views=5, Training strategy=Group 22018.08 | 50.9 | |
| Base_r2n2-MHBN poolingNumber of views=12, Training strategy=Group 22018.08 | 50.9 | |
| Base_r2n2-SMSO poolingNumber of views=5, Training strategy=Group 22018.08 | 50.9 | |
| Base_r2n2-mean poolingNumber of views=4, Training strategy=Group 22018.08 | 50.7 | |
| Base_r2n2-BP poolingNumber of views=8, Training strategy=Group 22018.08 | 50.7 | |
| Base_r2n2-MHBN poolingNumber of views=8, Training strategy=Group 22018.08 | 50.7 | |
| Baser2n2-SMSO poolingNumber of views=5, Training protocol=Group 12018.08 | 50.6 | |
| Base_r2n2-max poolingNumber of views=4, Training strategy=Group 22018.08 | 50.6 | |
| Base_r2n2-sum poolingNumber of views=5, Training strategy=Group 22018.08 | 50.6 | |
| Baser2n2-AttSetsNumber of views=2, Training protocol=Group 12018.08 | 50.5 | |
| Base_r2n2-SMSO poolingNumber of views=4, Training strategy=Group 22018.08 | 50.5 | |
| Base_r2n2-AttSetsNumber of views=2, Training strategy=Group 22018.08 | 50.5 | |
| Baser2n2-max poolingNumber of views=4, Training protocol=Group 12018.08 | 50.4 | |
| Base_r2n2-sum poolingNumber of views=4, Training strategy=Group 22018.08 | 50.3 | |
| Baser2n2-mean poolingNumber of views=5, Training protocol=Group 12018.08 | 50.2 | |
| Baser2n2-sum poolingNumber of views=5, Training protocol=Group 12018.08 | 50 | |
| Baser2n2-SMSO poolingNumber of views=4, Training protocol=Group 12018.08 | 50 | |
| Base_r2n2-MHBN poolingNumber of views=5, Training strategy=Group 22018.08 | 50 | |
| Base_r2n2-BP poolingNumber of views=5, Training strategy=Group 22018.08 | 49.9 | |
| Base_r2n2-max poolingNumber of views=3, Training strategy=Group 22018.08 | 49.8 | |
| Base_r2n2-mean poolingNumber of views=3, Training strategy=Group 22018.08 | 49.8 | |
| Baser2n2-BP poolingNumber of views=5, Training protocol=Group 12018.08 | 49.7 | |
| Baser2n2-MHBN poolingNumber of views=5, Training protocol=Group 12018.08 | 49.7 | |
| Base_r2n2-MHBN poolingNumber of views=4, Training strategy=Group 22018.08 | 49.7 | |
| Base_r2n2-SMSO poolingNumber of views=3, Training strategy=Group 22018.08 | 49.7 | |
| Base_r2n2-BP poolingNumber of views=4, Training strategy=Group 22018.08 | 49.6 | |
| Baser2n2-mean poolingNumber of views=4, Training protocol=Group 12018.08 | 49.5 | |
| Base_r2n2-sum poolingNumber of views=3, Training strategy=Group 22018.08 | 49.4 | |
| Baser2n2-sum poolingNumber of views=4, Training protocol=Group 12018.08 | 49.2 | |
| Baser2n2-BP poolingNumber of views=4, Training protocol=Group 12018.08 | 49.2 | |
| Baser2n2-MHBN poolingNumber of views=4, Training protocol=Group 12018.08 | 49.1 | |
| Baser2n2-max poolingNumber of views=3, Training protocol=Group 12018.08 | 49 | |
| Baser2n2-SMSO poolingNumber of views=3, Training protocol=Group 12018.08 | 49 | |
| Base_r2n2-max poolingNumber of views=2, Training strategy=Group 22018.08 | 48.9 | |
| Base_r2n2-MHBN poolingNumber of views=3, Training strategy=Group 22018.08 | 48.8 | |
| Base_r2n2-SMSO poolingNumber of views=2, Training strategy=Group 22018.08 | 48.8 | |
| Baser2n2-AttSetsNumber of views=1, Training protocol=Group 12018.08 | 48.7 | |
| Base_r2n2-mean poolingNumber of views=2, Training strategy=Group 22018.08 | 48.7 | |
| Base_r2n2-BP poolingNumber of views=3, Training strategy=Group 22018.08 | 48.7 | |
| Base_r2n2-AttSetsNumber of views=1, Training strategy=Group 22018.08 | 48.7 | |
| Base_r2n2-sum poolingNumber of views=2, Training strategy=Group 22018.08 | 48.4 | |
| Baser2n2-mean poolingNumber of views=3, Training protocol=Group 12018.08 | 48.1 | |
| Base_r2n2-MHBN poolingNumber of views=2, Training strategy=Group 22018.08 | 48 | |
| Baser2n2-BP poolingNumber of views=3, Training protocol=Group 12018.08 | 47.9 | |
| Base_r2n2-BP poolingNumber of views=2, Training strategy=Group 22018.08 | 47.9 | |
| Baser2n2-MHBN poolingNumber of views=3, Training protocol=Group 12018.08 | 47.8 | |
| Baser2n2-SMSO poolingNumber of views=2, Training protocol=Group 12018.08 | 47.6 | |
| Baser2n2-sum poolingNumber of views=3, Training protocol=Group 12018.08 | 47.3 | |
| Baser2n2-max poolingNumber of views=2, Training protocol=Group 12018.08 | 46.8 | |
| Baser2n2-BP poolingNumber of views=2, Training protocol=Group 12018.08 | 46.6 | |
| Baser2n2-GRUNumber of views=12, Training protocol=Group 12018.08 | 46.4 | |
| Baser2n2-mean poolingNumber of views=2, Training protocol=Group 12018.08 | 46.4 | |
| Baser2n2-MHBN poolingNumber of views=2, Training protocol=Group 12018.08 | 46.2 | |
| Base_r2n2-SMSO poolingNumber of views=1, Training strategy=Group 22018.08 | 46.2 | |
| Base_r2n2-max poolingNumber of views=1, Training strategy=Group 22018.08 | 46.1 | |
| Base_r2n2-mean poolingNumber of views=1, Training strategy=Group 22018.08 | 45.5 | |
| Baser2n2-GRUNumber of views=8, Training protocol=Group 12018.08 | 45.4 | |
| Base_r2n2-BP poolingNumber of views=1, Training strategy=Group 22018.08 | 45.4 | |
| Base_r2n2-sum poolingNumber of views=1, Training strategy=Group 22018.08 | 45.3 | |
| Base_r2n2-MHBN poolingNumber of views=1, Training strategy=Group 22018.08 | 45.3 | |
| Base_r2n2-GRUNumber of views=12, Training strategy=Group 22018.08 | 45.2 | |
| Base_r2n2-GRUNumber of views=8, Training strategy=Group 22018.08 | 44.9 | |
| Base_r2n2-GRUNumber of views=5, Training strategy=Group 22018.08 | 44.4 | |
| Baser2n2-sum poolingNumber of views=2, Training protocol=Group 12018.08 | 44.1 | |
| Baser2n2-SMSO poolingNumber of views=1, Training protocol=Group 12018.08 | 44.1 | |
| Baser2n2-GRUNumber of views=5, Training protocol=Group 12018.08 | 44 | |
| Base_r2n2-GRUNumber of views=4, Training strategy=Group 22018.08 | 44 |