Weakly-Supervised Object Localization 벤치마크
Weakly-Supervised Object Localization on Tiny ImageNet
Top-1 Localization Accuracy
- 2015-12-14 — CAM: Top-1 Localization Accuracy 40.55
- 2019-11-25 — InfoCAM: Top-1 Localization Accuracy 43.34
| Rank | Model | Top-1 Localization Accuracy | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | InfoCAM | 43.34 | Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator | ZhenyueQin/Research-Softmax-with-Mutual-Information | 2019 |
| 2 | CAM | 40.55 | Learning Deep Features for Discriminative Localization | tensorpack/tensorpack · frgfm/torch-cam · zhoubolei/CAM · +32 | 2015 |
| 3 | ADL | 36.00 | Improved Techniques For Weakly-Supervised Object Localization | 2018 |