Weakly-supervised object localization on Tiny ImageNet (val)
57.82GT-known Localization AccuracyGR (Proposed)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GR (Proposed)Depth=ResNet34, batch size=2562018.02 | 57.82 | 36 | 54.13 | |
| HnS after GRDepth=ResNet34, batch size=2562018.02 | 57.49 | 33.93 | 51.28 | |
| GR after HnSDepth=ResNet34, batch size=2562018.02 | 57.43 | 33.45 | 50.45 | |
| GR (Proposed)Depth=ResNet18, batch size=2562018.02 | 57 | 34.43 | 52.23 | |
| HnS after GRDepth=ResNet18, batch size=2562018.02 | 56.99 | 33.33 | 50.14 | |
| GR after HnSDepth=ResNet18, batch size=2562018.02 | 56.76 | 32.28 | 48.87 | |
| HnSDepth=ResNet34, batch size=2562018.02 | 54.3 | 29.72 | 46.67 | |
| CAMDepth=ResNet34, batch size=2562018.02 | 53.46 | 27.5 | 44.54 | |
| CAMDepth=ResNet18, batch size=2562018.02 | 53.42 | 27.13 | 43.9 | |
| HnSDepth=ResNet18, batch size=2562018.02 | 52.89 | 27.56 | 44.12 |