Image Classification on Pascal VOC low-shot 2007
88.24mAPSCE (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| SCE (Ours)K (images per class)=full, Pre-training epochs=2002021.11 | 88.24 | |
| WCLK (images per class)=full, Pre-training epochs=2002021.11 | 87.75 | |
| SWAVK (images per class)=full, Pre-training epochs=2002021.11 | 87.47 | |
| ReSSLK (images per class)=full, Pre-training epochs=2002021.11 | 86.31 | |
| SCE (Ours)K (images per class)=64, Pre-training epochs=2002021.11 | 85.47 | |
| PCLv2K (images per class)=full, Pre-training epochs=2002021.11 | 85.43 | |
| WCLK (images per class)=64, Pre-training epochs=2002021.11 | 85.01 | |
| MoCov2K (images per class)=full, Pre-training epochs=2002021.11 | 84.6 | |
| SWAVK (images per class)=64, Pre-training epochs=2002021.11 | 84.4 | |
| ReSSLK (images per class)=64, Pre-training epochs=2002021.11 | 83.81 | |
| SCE (Ours)K (images per class)=32, Pre-training epochs=2002021.11 | 83.05 | |
| WCLK (images per class)=32, Pre-training epochs=2002021.11 | 82.97 | |
| PCLv2K (images per class)=64, Pre-training epochs=2002021.11 | 82.67 | |
| ReSSLK (images per class)=32, Pre-training epochs=2002021.11 | 81.96 | |
| SWAVK (images per class)=32, Pre-training epochs=2002021.11 | 81.86 | |
| MoCov2K (images per class)=64, Pre-training epochs=2002021.11 | 81.52 | |
| PCLv2K (images per class)=32, Pre-training epochs=2002021.11 | 80.72 | |
| WCLK (images per class)=16, Pre-training epochs=2002021.11 | 80.24 | |
| SCE (Ours)K (images per class)=16, Pre-training epochs=2002021.11 | 79.47 | |
| ReSSLK (images per class)=16, Pre-training epochs=2002021.11 | 79.17 | |
| MoCov2K (images per class)=32, Pre-training epochs=2002021.11 | 79.16 | |
| SWAVK (images per class)=16, Pre-training epochs=2002021.11 | 78.38 | |
| PCLv2K (images per class)=16, Pre-training epochs=2002021.11 | 78.34 | |
| MoCov2K (images per class)=16, Pre-training epochs=2002021.11 | 76.14 |