Multi-label Recognition on MS-COCO 2014 (val)
78.7mAP@0.10DualCoop
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DualCoop#P=1.3M2022.06 | 78.7 | 80.9 | 81.7 | 82 | 82.5 | 82.7 | 82.8 | 83 | 83.1 | 81.9 | |
| SARB*#P=29.6M, Pretraining=CLIP weights [46]2022.06 | 75.5 | 78.5 | 79 | 79.5 | 80.4 | 80.2 | 80.8 | 80.6 | 80.8 | 79.4 | |
| SARB#P=29.6M2022.06 | 71.2 | 75 | 77.1 | 78.3 | 78.9 | 79.6 | 79.8 | 80.5 | 80.5 | 77.9 | |
| SST*#P=33.5M, Pretraining=CLIP weights [46]2022.06 | 69.1 | 78.5 | 79.3 | 79.9 | 80.1 | 80.5 | 81.1 | 80.7 | 80.7 | 78.9 | |
| SST#P=33.5M2022.06 | 68.1 | 73.5 | 75.9 | 77.3 | 78.1 | 78.9 | 79.2 | 79.6 | 79.9 | 76.7 | |
| KGGR#P=> 25M2022.06 | 66.6 | 71.4 | 73.8 | 76.7 | 77.5 | 77.9 | 78.4 | 78.7 | 79.1 | 75.6 | |
| GCN-ML#P=44.9M2022.06 | 63.8 | 70.9 | 72.8 | 74 | 76.7 | 77.1 | 77.3 | 78.3 | 78.6 | 74.4 | |
| SSGRL#P=64.7M2022.06 | 62.5 | 70.5 | 73.2 | 74.5 | 76.3 | 76.5 | 77.1 | 77.9 | 78.4 | 74.1 | |
| Partial BCE#P=> 38M2022.06 | 61.6 | 70.5 | 74.1 | 76.3 | 77.2 | 77.7 | 78.2 | 78.4 | 78.5 | 74.7 | |
| Curriculum labeling#P=≥ 38M2022.06 | 26.7 | 31.8 | 51.5 | 65.4 | 70 | 71.9 | 74 | 77.4 | 78 | 60.7 |