Hierarchical Scene Categorization on SUN397 (test)
57.59MC AccuracyPlugin Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Plugin NetworkBackbone=AlexNet CNN + Softmax, Pre-training=Places365, Fusion Operator=Additive, Hidden Layers=32019.01 | 57.59 | 61.55 | 39.26 | |
| FeedbackPropFeedback Variant=RF, Backbone=AlexNet CNN + Softmax, Pre-training=Places3652019.01 | 55.01 | 58.7 | 37.95 | |
| FeedbackPropFeedback Variant=LF, Backbone=AlexNet CNN + Softmax, Pre-training=Places3652019.01 | 54.94 | 58.52 | 37.86 | |
| SINNBackbone=AlexNet CNN + Softmax, Pre-training=Places3652019.01 | 54.3 | 58.34 | 37.28 | |
| Base modelBackbone=AlexNet CNN + Softmax, Pre-training=Places365, Implementation Source=Ours2019.01 | 53.3 | 56.36 | 34.39 | |
| Base modelBackbone=AlexNet CNN + Softmax, Pre-training=Places365, Implementation Source=Literature2019.01 | 52.83 | 56.17 | 35.9 |