| { | |
| "experiment": "Dynamic-routing capsule network versus matched MLP", | |
| "results": { | |
| "dynamic_routing_capsule": { | |
| "parameters": 4060, | |
| "best_epoch": 90, | |
| "clean": { | |
| "accuracy": 0.9703703703703703, | |
| "examples": 270 | |
| }, | |
| "one_pixel_translation": { | |
| "accuracy": 0.462037037037037, | |
| "examples": 1080 | |
| }, | |
| "center_occlusion": { | |
| "accuracy": 0.8222222222222222, | |
| "examples": 270 | |
| } | |
| }, | |
| "matched_mlp": { | |
| "parameters": 4060, | |
| "best_epoch": 73, | |
| "clean": { | |
| "accuracy": 0.9740740740740741, | |
| "examples": 270 | |
| }, | |
| "one_pixel_translation": { | |
| "accuracy": 0.44722222222222224, | |
| "examples": 1080 | |
| }, | |
| "center_occlusion": { | |
| "accuracy": 0.7962962962962963, | |
| "examples": 270 | |
| } | |
| } | |
| } | |
| } |