Multi-label Classification on NUS-WIDE (925/81 unseen)
53.2mAP (Mean Average Precision)
RAM
Updated 3d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2025.03 | 53.2 | 43.7 | 54.2 | 48.4 | 33.8 | 69.9 | 45.6 | |
2025.03 | 48.2 | 33.5 | 53.5 | 41.2 | 24.8 | 66.1 | 36.1 | |
2025.03 | 47.1 | 42.4 | 52.5 | 46.9 | 31.2 | 64.5 | 42.1 | |
2022.06 | 43.6 | 37.3 | 46.2 | 41.3 | 28.7 | 59.3 | 38.7 | |
2025.03 | 43.6 | 37.3 | 46.2 | 41.3 | 28.7 | 59.3 | 38.7 | |
2025.03 | 42.6 | 36.3 | 44.7 | 40.1 | 27.9 | 57.2 | 37.5 | |
2025.03 | 39.4 | 33.5 | 41.6 | 37.1 | 25.1 | 51.8 | 33.8 | |
2025.03 | 37.6 | 27.7 | 44.3 | 34.1 | 21.4 | 57 | 31.1 | |
2021.11 | 31.1 | - | - | 34.1 | - | - | 30.8 | |
2025.03 | 31.1 | 29 | 46.3 | 35.6 | 21.4 | 56.9 | 31.1 | |
2021.11 | 26.3 | - | - | 33.1 | - | - | 30.7 | |
2025.03 | 26.3 | - | - | 33.1 | - | - | 30.7 | |
2022.06 | 26.2 | - | - | 33.1 | - | - | 30.7 | |
2021.11 | 25.9 | - | - | 30.5 | - | - | 27.8 | |
2022.06 | 25.9 | 24.2 | 41.3 | 30.5 | 18.8 | 53.4 | 27.8 | |
2025.03 | 25.9 | 24.2 | 41.3 | 30.5 | 18.8 | 53.4 | 27.8 | |
2021.11 | 19.9 | - | - | 23.3 | - | - | 26.1 | |
2021.11 | 19.4 | - | - | 31.6 | - | - | 28.7 | |
2022.06 | 19.4 | 25.7 | 41.1 | 31.6 | 19.7 | 52.5 | 28.7 | |
2025.03 | 19.4 | 25.7 | 41.1 | 31.6 | 19.7 | 52.5 | 28.7 | |
2021.11 | 15.1 | - | - | 27.8 | - | - | 26.4 | |
2022.06 | 15.1 | 22.6 | 36.2 | 27.8 | 18.2 | 48.4 | 26.4 | |
2021.11 | 12.9 | - | - | 24.6 | - | - | 22.9 | |
2021.11 | 12.1 | - | - | 18.5 | - | - | 21 | |
2022.06 | 12.1 | 27.7 | 13.9 | 18.5 | 23 | 19.3 | 21 | |
2022.06 | 12 | 31.9 | 13.9 | 19.4 | 26.2 | 19.1 | 22.1 | |
2021.11 | 10.4 | - | - | 25.8 | - | - | 23.6 | |
2022.06 | 10.4 | 20.9 | 33.5 | 25.8 | 16.2 | 43.2 | 23.6 | |
2021.11 | 9.4 | - | - | 21.6 | - | - | 20.2 | |
2022.06 | 9.4 | 17.5 | 28 | 21.6 | 13.9 | 37 | 20.2 | |
2021.11 | 9.3 | - | - | 16.1 | - | - | 19 | |
2022.06 | 9.3 | - | - | 16.1 | - | - | 19 | |
2022.06 | 7.1 | 15.6 | 25 | 19.2 | 13.4 | 35.7 | 19.5 | |
2021.11 | 5.6 | - | - | 14.4 | - | - | 16.8 | |
2022.06 | 5.6 | 23.6 | 10.4 | 14.4 | 19.8 | 14.6 | 16.8 | |
2021.11 | 3.7 | - | - | 11.5 | - | - | 13.5 | |
2021.11 | 3.7 | - | - | 10.9 | - | - | 13.2 | |
2022.06 | 3.7 | 18.8 | 8.3 | 11.5 | 15.9 | 11.7 | 13.5 | |
2022.06 | 3.7 | 17.9 | 7.9 | 10.9 | 15.6 | 11.5 | 13.2 | |
2021.11 | 2.6 | - | - | 6.4 | - | - | 7.7 | |
2022.06 | 2.2 | 15.5 | 6.8 | 9.5 | 13.4 | 9.8 | 11.3 | |
2021.11 | 2.1 | - | - | 7 | - | - | 8.1 | |
2022.06 | 2.1 | 11.5 | 5.1 | 7 | 9.6 | 7.1 | 8.1 |