Multi-label Classification on MIRFLICKR
69.2APSEHFS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SEHFS2026.03 | 69.2 | — | — | — | — | — | — | |
| SRFS2026.03 | 68.7 | — | — | — | — | — | — | |
| MSFS2026.03 | 68.2 | — | — | — | — | — | — | |
| SPLDG2026.03 | 68.2 | — | — | — | — | — | — | |
| MSSL2026.03 | 67.8 | — | — | — | — | — | — | |
| GRAFS2026.03 | 65.9 | — | — | — | — | — | — | |
| DHLI2026.03 | 65.5 | — | — | — | — | — | — | |
| MIFS2026.03 | 64.6 | — | — | — | — | — | — | |
| MTDmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 60.7 | 89.1 | 87.5 | 86.2 | 65.5 | 67.6 | 1 | |
| DICNetmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 58.9 | 88.8 | 86.3 | 84.9 | 63.7 | 65.2 | 2 | |
| CDMMmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 57 | 88.6 | 85.6 | 84.6 | 63.1 | 64 | 3 | |
| LVSLmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 55.3 | 88.5 | 85.6 | 84.4 | 60.7 | 63.6 | 3.83 | |
| NAIM3Lmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 55.1 | 88.2 | 84.4 | 83.7 | 58.5 | 63.1 | 5 | |
| GLOCALmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 53.7 | 87.4 | 83.2 | 82.8 | 55.2 | 60.5 | 6.17 | |
| DM2Lmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 51.4 | 87.8 | 83.1 | 82.8 | 51 | 60.4 | 6.83 | |
| C2AEmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 50.5 | 85.3 | 82.1 | 81 | 50.5 | 59 | 8.17 | |
| iMVWLmissing-view rate=50%, missing-label rate=50%, training samples=70%2024.04 | 49 | 83.9 | 80.3 | 78.7 | 51.1 | 57.2 | 8.67 | |
| DHLI2026.03 | — | 18.9 | — | — | — | — | — | |
| DHLI2026.03 | — | — | 18 | — | — | — | — | |
| DHLI2026.03 | — | — | — | — | — | 63.5 | — | |
| GRAFS2026.03 | — | 18.4 | — | — | — | — | — | |
| GRAFS2026.03 | — | — | 17.3 | — | — | — | — | |
| GRAFS2026.03 | — | — | — | — | — | 61.7 | — | |
| MIFS2026.03 | — | 18.8 | — | — | — | — | — | |
| MIFS2026.03 | — | — | 18.3 | — | — | — | — | |
| MIFS2026.03 | — | — | — | — | — | 64 | — | |
| MSFS2026.03 | — | 17.5 | — | — | — | — | — | |
| MSFS2026.03 | — | — | 15.9 | — | — | — | — | |
| MSFS2026.03 | — | — | — | — | — | 59.2 | — | |
| MSSL2026.03 | — | 17.6 | — | — | — | — | — | |
| MSSL2026.03 | — | — | 15.9 | — | — | — | — | |
| MSSL2026.03 | — | — | — | — | — | 59.2 | — | |
| SEHFS2026.03 | — | 16.7 | — | — | — | — | — | |
| SEHFS2026.03 | — | — | 14.9 | — | — | — | — | |
| SEHFS2026.03 | — | — | — | — | — | 58.2 | — | |
| SPLDG2026.03 | — | 17.3 | — | — | — | — | — | |
| SPLDG2026.03 | — | — | 15.6 | — | — | — | — | |
| SPLDG2026.03 | — | — | — | — | — | 58.5 | — | |
| SRFS2026.03 | — | 17.2 | — | — | — | — | — | |
| SRFS2026.03 | — | — | 15.4 | — | — | — | — | |
| SRFS2026.03 | — | — | — | — | — | 58.7 | — |