Retrieval on ModelNet40
80.2mAPMVCNN, f.t. + metric
Evaluation results
| Method | Links | |
|---|---|---|
| MVCNN, f.t. + metricPre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=12, Test #Views=12, Low-rank Mahalanobis metric=true2015.05 | 80.2 | |
| MVCNN, f.t. + metricPre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=80, Test #Views=80, Low-rank Mahalanobis metric=true2015.05 | 79.5 | |
| MVCNN, f.t.Pre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=80, Test #Views=802015.05 | 70.4 | |
| MVCNN, f.t.Pre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=12, Test #Views=122015.05 | 70.1 | |
| CNN, f.t.Pre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=12, Test #Views=122015.05 | 62.8 | |
| CNN, f.t.Pre-train=ImageNet1K, Fine-tune=ModelNet40, Training #Views=12, Test #Views=12015.05 | 61.7 | |
| CNNPre-train=ImageNet1K, Test #Views=122015.05 | 49.6 | |
| MVCNNPre-train=ImageNet1K, Test #Views=122015.05 | 49.4 | |
| 3D ShapeNetsPre-train=ModelNet40, Fine-tune=ModelNet402015.05 | 49.2 | |
| CNNPre-train=ImageNet1K, Test #Views=12015.05 | 44.1 | |
| FVFine-tune=ModelNet40, Training #Views=12, Test #Views=122015.05 | 43.9 | |
| LFD2015.05 | 40.9 | |
| FVFine-tune=ModelNet40, Training #Views=12, Test #Views=12015.05 | 37.5 | |
| MVCNNPre-train=ImageNet1K, Training #Views=80, Test #Views=802015.05 | 36.8 | |
| SPH2015.05 | 33.3 |