Clustering (Preterm) on Heart echo cardiogram 305 infant videos (20000 individual frames)
73.3AccuracyCNN-DC-GMM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CNN-DC-GMMArchitecture=Convolutional Layers (VGG-like), Pairwise constraints=60002021.06 | 73.3 | 32 | 48.1 | |
| DC-GMMArchitecture=Fully Connected Layers, Pairwise constraints=60002021.06 | 72.3 | 25.1 | 45.1 | |
| C-IDECArchitecture=Fully Connected Layers, Pairwise constraints=60002021.06 | 69.6 | 8.3 | 13.7 | |
| VaDEArchitecture=Fully Connected Layers, Pairwise constraints=02021.06 | 41.4 | 6.4 | 2.3 | |
| CNN-VaDEArchitecture=Convolutional Layers (VGG-like), Pairwise constraints=02021.06 | 36.7 | 6.5 | 3.9 |