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ResearchFormerly WizWand

Multi-view 3D Reconstruction on ModelNet40 (test)

52.9mIoUBaser2n2-AttSets
43.64446.04748.4550.853Aug 2, 2018
Updated 8mo ago

Evaluation results

MethodLinks
Baser2n2-AttSetsNumber of views=12, Training protocol=Group 12018.0852.9
Baser2n2-AttSetsNumber of views=8, Training protocol=Group 12018.0852.7
Base_r2n2-AttSetsNumber of views=12, Training strategy=Group 22018.0852.7
Baser2n2-max poolingNumber of views=12, Training protocol=Group 12018.0852.5
Base_r2n2-AttSetsNumber of views=8, Training strategy=Group 22018.0852.5
Baser2n2-max poolingNumber of views=8, Training protocol=Group 12018.0852.3
Base_r2n2-mean poolingNumber of views=12, Training strategy=Group 22018.0852.3
Baser2n2-AttSetsNumber of views=5, Training protocol=Group 12018.0852.1
Baser2n2-mean poolingNumber of views=12, Training protocol=Group 12018.0852
Baser2n2-sum poolingNumber of views=12, Training protocol=Group 12018.0852
Baser2n2-SMSO poolingNumber of views=12, Training protocol=Group 12018.0852
Base_r2n2-mean poolingNumber of views=8, Training strategy=Group 22018.0852
Base_r2n2-AttSetsNumber of views=5, Training strategy=Group 22018.0852
Base_r2n2-SMSO poolingNumber of views=12, Training strategy=Group 22018.0851.9
Base_r2n2-AttSetsNumber of views=4, Training strategy=Group 22018.0851.8
Baser2n2-SMSO poolingNumber of views=8, Training protocol=Group 12018.0851.7
Baser2n2-AttSetsNumber of views=4, Training protocol=Group 12018.0851.7
Base_r2n2-max poolingNumber of views=12, Training strategy=Group 22018.0851.7
Base_r2n2-sum poolingNumber of views=12, Training strategy=Group 22018.0851.7
Base_r2n2-SMSO poolingNumber of views=8, Training strategy=Group 22018.0851.6
Baser2n2-mean poolingNumber of views=8, Training protocol=Group 12018.0851.5
Baser2n2-BP poolingNumber of views=12, Training protocol=Group 12018.0851.5
Baser2n2-MHBN poolingNumber of views=12, Training protocol=Group 12018.0851.5
Base_r2n2-max poolingNumber of views=8, Training strategy=Group 22018.0851.5
Baser2n2-sum poolingNumber of views=8, Training protocol=Group 12018.0851.4
Base_r2n2-sum poolingNumber of views=8, Training strategy=Group 22018.0851.4
Base_r2n2-mean poolingNumber of views=5, Training strategy=Group 22018.0851.2
Baser2n2-max poolingNumber of views=5, Training protocol=Group 12018.0851.1
Baser2n2-AttSetsNumber of views=3, Training protocol=Group 12018.0851.1
Base_r2n2-AttSetsNumber of views=3, Training strategy=Group 22018.0851.1
Base_r2n2-BP poolingNumber of views=12, Training strategy=Group 22018.0851
Baser2n2-BP poolingNumber of views=8, Training protocol=Group 12018.0850.9
Baser2n2-MHBN poolingNumber of views=8, Training protocol=Group 12018.0850.9
Base_r2n2-max poolingNumber of views=5, Training strategy=Group 22018.0850.9
Base_r2n2-MHBN poolingNumber of views=12, Training strategy=Group 22018.0850.9
Base_r2n2-SMSO poolingNumber of views=5, Training strategy=Group 22018.0850.9
Base_r2n2-mean poolingNumber of views=4, Training strategy=Group 22018.0850.7
Base_r2n2-BP poolingNumber of views=8, Training strategy=Group 22018.0850.7
Base_r2n2-MHBN poolingNumber of views=8, Training strategy=Group 22018.0850.7
Baser2n2-SMSO poolingNumber of views=5, Training protocol=Group 12018.0850.6
Base_r2n2-max poolingNumber of views=4, Training strategy=Group 22018.0850.6
Base_r2n2-sum poolingNumber of views=5, Training strategy=Group 22018.0850.6
Baser2n2-AttSetsNumber of views=2, Training protocol=Group 12018.0850.5
Base_r2n2-SMSO poolingNumber of views=4, Training strategy=Group 22018.0850.5
Base_r2n2-AttSetsNumber of views=2, Training strategy=Group 22018.0850.5
Baser2n2-max poolingNumber of views=4, Training protocol=Group 12018.0850.4
Base_r2n2-sum poolingNumber of views=4, Training strategy=Group 22018.0850.3
Baser2n2-mean poolingNumber of views=5, Training protocol=Group 12018.0850.2
Baser2n2-sum poolingNumber of views=5, Training protocol=Group 12018.0850
Baser2n2-SMSO poolingNumber of views=4, Training protocol=Group 12018.0850
Base_r2n2-MHBN poolingNumber of views=5, Training strategy=Group 22018.0850
Base_r2n2-BP poolingNumber of views=5, Training strategy=Group 22018.0849.9
Base_r2n2-max poolingNumber of views=3, Training strategy=Group 22018.0849.8
Base_r2n2-mean poolingNumber of views=3, Training strategy=Group 22018.0849.8
Baser2n2-BP poolingNumber of views=5, Training protocol=Group 12018.0849.7
Baser2n2-MHBN poolingNumber of views=5, Training protocol=Group 12018.0849.7
Base_r2n2-MHBN poolingNumber of views=4, Training strategy=Group 22018.0849.7
Base_r2n2-SMSO poolingNumber of views=3, Training strategy=Group 22018.0849.7
Base_r2n2-BP poolingNumber of views=4, Training strategy=Group 22018.0849.6
Baser2n2-mean poolingNumber of views=4, Training protocol=Group 12018.0849.5
Base_r2n2-sum poolingNumber of views=3, Training strategy=Group 22018.0849.4
Baser2n2-sum poolingNumber of views=4, Training protocol=Group 12018.0849.2
Baser2n2-BP poolingNumber of views=4, Training protocol=Group 12018.0849.2
Baser2n2-MHBN poolingNumber of views=4, Training protocol=Group 12018.0849.1
Baser2n2-max poolingNumber of views=3, Training protocol=Group 12018.0849
Baser2n2-SMSO poolingNumber of views=3, Training protocol=Group 12018.0849
Base_r2n2-max poolingNumber of views=2, Training strategy=Group 22018.0848.9
Base_r2n2-MHBN poolingNumber of views=3, Training strategy=Group 22018.0848.8
Base_r2n2-SMSO poolingNumber of views=2, Training strategy=Group 22018.0848.8
Baser2n2-AttSetsNumber of views=1, Training protocol=Group 12018.0848.7
Base_r2n2-mean poolingNumber of views=2, Training strategy=Group 22018.0848.7
Base_r2n2-BP poolingNumber of views=3, Training strategy=Group 22018.0848.7
Base_r2n2-AttSetsNumber of views=1, Training strategy=Group 22018.0848.7
Base_r2n2-sum poolingNumber of views=2, Training strategy=Group 22018.0848.4
Baser2n2-mean poolingNumber of views=3, Training protocol=Group 12018.0848.1
Base_r2n2-MHBN poolingNumber of views=2, Training strategy=Group 22018.0848
Baser2n2-BP poolingNumber of views=3, Training protocol=Group 12018.0847.9
Base_r2n2-BP poolingNumber of views=2, Training strategy=Group 22018.0847.9
Baser2n2-MHBN poolingNumber of views=3, Training protocol=Group 12018.0847.8
Baser2n2-SMSO poolingNumber of views=2, Training protocol=Group 12018.0847.6
Baser2n2-sum poolingNumber of views=3, Training protocol=Group 12018.0847.3
Baser2n2-max poolingNumber of views=2, Training protocol=Group 12018.0846.8
Baser2n2-BP poolingNumber of views=2, Training protocol=Group 12018.0846.6
Baser2n2-GRUNumber of views=12, Training protocol=Group 12018.0846.4
Baser2n2-mean poolingNumber of views=2, Training protocol=Group 12018.0846.4
Baser2n2-MHBN poolingNumber of views=2, Training protocol=Group 12018.0846.2
Base_r2n2-SMSO poolingNumber of views=1, Training strategy=Group 22018.0846.2
Base_r2n2-max poolingNumber of views=1, Training strategy=Group 22018.0846.1
Base_r2n2-mean poolingNumber of views=1, Training strategy=Group 22018.0845.5
Baser2n2-GRUNumber of views=8, Training protocol=Group 12018.0845.4
Base_r2n2-BP poolingNumber of views=1, Training strategy=Group 22018.0845.4
Base_r2n2-sum poolingNumber of views=1, Training strategy=Group 22018.0845.3
Base_r2n2-MHBN poolingNumber of views=1, Training strategy=Group 22018.0845.3
Base_r2n2-GRUNumber of views=12, Training strategy=Group 22018.0845.2
Base_r2n2-GRUNumber of views=8, Training strategy=Group 22018.0844.9
Base_r2n2-GRUNumber of views=5, Training strategy=Group 22018.0844.4
Baser2n2-sum poolingNumber of views=2, Training protocol=Group 12018.0844.1
Baser2n2-SMSO poolingNumber of views=1, Training protocol=Group 12018.0844.1
Baser2n2-GRUNumber of views=5, Training protocol=Group 12018.0844
Base_r2n2-GRUNumber of views=4, Training strategy=Group 22018.0844