Image Classification on CUB 2011 (Accuracy, Contrastiveness, SG)
86.6AccuracyDense Resnet50
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dense Resnet50Compactness=-2025.11 | 86.6 | 74.4 | 34 | |
| CHiQPMCompactness=+2025.11 | 85.3 | 99.9 | 75 | |
| QPMCompactness=+2025.11 | 85.1 | 96 | 47.9 | |
| Q-SENNCompactness=+2025.11 | 84.7 | 93 | 23.4 | |
| SLDD-ModelCompactness=+2025.11 | 84.5 | 87.2 | 29.2 | |
| PIP-NetCompactness=◦2025.11 | 82 | 99.5 | 6.7 | |
| ProtoPoolCompactness=◦2025.11 | 79.4 | 76.7 | 13.9 | |
| glm-saga5Compactness=◦2025.11 | 78 | 74 | 2.5 |