Multi-label Image Classification on VOC 2012
99.9AP (aero)SADCL
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SADCLInput resolution=448x448, Reproduced=true2023.07 | 99.9 | 98.7 | 99 | 98.7 | 91.2 | 97.8 | 97.4 | 99.6 | 92.3 | 98.9 | 90.3 | 99.7 | 99.7 | 98.4 | 99.4 | 89.8 | 99.1 | 90.9 | 99.7 | 97.2 | 96.9 | |
| ADDGCNInput resolution=512x512, Reproduced=true2023.07 | 99.8 | 97.1 | 98.6 | 96.8 | 89.4 | 97.1 | 96.5 | 99.3 | 89 | 97.7 | 87.5 | 99.2 | 99.1 | 97.7 | 99.1 | 86.3 | 98.8 | 87 | 99.3 | 95.4 | 95.5 | |
| KGGRInput resolution=576x576, Reproduced=true2023.07 | 99.8 | 97.3 | 98.4 | 97.1 | 87.9 | 97.3 | 96.5 | 99.3 | 89.4 | 97.8 | 88.7 | 99.4 | 99.4 | 97.9 | 99.2 | 86.3 | 98.8 | 86.3 | 99.7 | 95.2 | 95.6 | |
| CCD-R101Input resolution=448x448, Pre-trained on COCO=true, Reproduced=true2023.07 | 99.8 | 98.2 | 98.3 | 98 | 88.6 | 97.4 | 96.9 | 99.1 | 90.8 | 98.9 | 90.2 | 99.2 | 99.6 | 98.4 | 99 | 87.7 | 98.4 | 88.8 | 99.7 | 96.4 | 96.1 | |
| SSGRLInput resolution=576x576, Reproduced=true2023.07 | 99.7 | 96.1 | 97.7 | 96.5 | 86.9 | 95.8 | 95 | 98.9 | 88.3 | 97.6 | 87.4 | 99.1 | 99.2 | 97.3 | 99 | 84.8 | 98.3 | 85.8 | 99.2 | 94.1 | 94.8 | |
| MCARInput resolution=448x4482023.07 | 99.6 | 97.1 | 98.3 | 96.6 | 87 | 95.5 | 94.4 | 98.8 | 87 | 96.9 | 85 | 98.7 | 98.3 | 97.3 | 99 | 83.8 | 96.8 | 83.7 | 98.3 | 93.5 | 94.3 | |
| DSDLInput resolution=448x4482023.07 | 99.4 | 95.3 | 97.6 | 95.7 | 83.5 | 94.8 | 93.9 | 98.5 | 85.7 | 94.5 | 83.8 | 98.4 | 97.7 | 95.9 | 98.5 | 80.6 | 95.7 | 82.3 | 98.2 | 93.2 | 93.2 | |
| VeryDeepInput resolution=448x4482023.07 | 99.1 | 88.7 | 95.7 | 93.9 | 73.1 | 92.1 | 84.8 | 97.7 | 79.1 | 90.7 | 83.2 | 97.3 | 96.2 | 95.8 | 93.9 | 63.4 | 93.2 | 74.6 | 97.3 | 87.9 | 89 | |
| HCPInput resolution=448x4482023.07 | 99.1 | 92.8 | 97.4 | 94.4 | 79.9 | 93.6 | 89.8 | 98.2 | 78.2 | 94.9 | 79.8 | 97.8 | 97 | 93.8 | 96.4 | 74.3 | 94.7 | 71.9 | 96.7 | 88.6 | 90.5 | |
| Fev+LvInput resolution=448x4482023.07 | 98.4 | 92.8 | 93.4 | 90.7 | 74.9 | 93.2 | 90.2 | 96.1 | 78.2 | 89.8 | 80.6 | 95.7 | 96.1 | 95.3 | 97.5 | 73.1 | 91.2 | 75.4 | 97 | 88.2 | 89.4 |