Visual Attention Models for Medical Image Analysis
Own results
| Model | Error | Dataset |
|---|---|---|
| 6 glimpses, 8x8, 3 scales | 0.78 % | MNIST |
| 6 glimpses, 12x12, 3 scales | 1.34 % | Transformed MNIST |
| 6 glimpses, 12x12, 5 scales | 63.6 % | Augmented Medical MNIST |
Baselines
| Model | Error | Dataset | Author |
|---|---|---|---|
| RAM, 7 glimpses, 8 × 8, 1 scale | 1.07 % | MNIST | Mnih et. al. |
| RAM, 8 glimpses, 12 × 12, 3 scales | 1.22 % | Transformed MNIST | Mnih et. al. |