Multi-label Image Classification on MS-COCO (Comprehensive Metrics)
91.9CP (Top-3)SSGRL
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SSGRL2021.06 | 91.9 | 83.8 | 89.9 | 68.5 | 76.8 | 91.3 | 70.8 | 79.7 | 62.5 | 72.7 | 93.8 | 64.1 | 76.2 | |
| F-GCN2021.06 | 89.3 | 83.2 | 85.4 | 72.4 | 78.3 | 86 | 75.7 | 80.5 | 64.3 | 74.7 | 90.5 | 66.6 | 76.7 | |
| ML-GCN2021.06 | 89.2 | 83 | 84 | 72.8 | 78 | 84.7 | 76.2 | 80.2 | 64.1 | 74.6 | 90.5 | 66.5 | 76.7 | |
| A-GCN2021.06 | 89 | 83.1 | 84.7 | 72.3 | 78 | 85.6 | 75.5 | 80.3 | 64.2 | 74.6 | 90.5 | 66.3 | 76.6 | |
| MS-CMA2021.06 | 88.2 | 83.8 | 82.9 | 74.4 | 78.4 | 84.4 | 77.9 | 81 | 65 | 74.9 | 90.2 | 67.4 | 77.1 | |
| CMA2021.06 | 86.7 | 83.4 | 83.4 | 72.9 | 77.8 | 86.8 | 76.3 | 80.9 | 64.9 | 74.3 | 90.9 | 67.2 | 77.2 | |
| MSRN2021.06 | 84.5 | 83.4 | 86.5 | 71.5 | 78.3 | 86.1 | 75.5 | 80.4 | 72.9 | 78.3 | 84.3 | 76.8 | 80.4 | |
| ResNet-1012021.06 | 84.1 | 80.3 | 77.8 | 72.8 | 75.2 | 81.5 | 75.1 | 78.2 | 59.4 | 69.7 | 89.1 | 62.8 | 73.6 | |
| CNN-RNN2021.06 | 59.3 | — | — | — | — | — | — | — | 52.5 | 55.7 | 59.8 | 61.4 | 60.7 |