Weakly-Supervised Object Localization 벤치마크
Weakly-Supervised Object Localization on ILSVRC 2016
Top-5 Error 낮을수록 좋음
- 2015-12-14 — VGGnet-GAP: Top-5 Error 45.14
- 2018-04-19 — GoogLeNet-ACoL: Top-5 Error 42.58
- 2018-07-24 — SPG: Top-5 Error 40.0
| Rank | Model | Top-5 Error | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | SPG | 40.00 | Self-produced Guidance for Weakly-supervised Object Localization | xiaomengyc/SPG | 2018 |
| 2 | GoogLeNet-ACoL | 42.58 | Adversarial Complementary Learning for Weakly Supervised Object Localization | junkwhinger/adversarial_complementary_learning · Hayashi-Yudai/ML_models | 2018 |
| 3 | VGGnet-GAP | 45.14 | Learning Deep Features for Discriminative Localization | tensorpack/tensorpack · frgfm/torch-cam · zhoubolei/CAM · +32 | 2015 |
| 4 | AlexNet-GAP | 52.16 | Learning Deep Features for Discriminative Localization | tensorpack/tensorpack · frgfm/torch-cam · zhoubolei/CAM · +32 | 2015 |