Multi-Label Recognition on NUS-WIDE ZSL
34.6F1 Score (K=3)C2SRT
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| C2SRTSetting=OV2024.12 | 34.6 | 28.1 | 45 | 22.1 | 59 | 32.2 | 39.2 | |
| MKTSetting=OV2024.12 | 34.1 | 27.7 | 44.3 | 21.3 | 57 | 31.1 | 37.6 | |
| (ML)2-EncSetting=ZS2024.12 | 32.8 | — | — | — | — | 32.3 | 29.4 | |
| BiAMSetting=ZS2024.12 | 32.7 | 26.6 | 42.5 | 20.5 | 54.6 | 29.8 | 25.9 | |
| Tag-CLIPSetting=OV2024.12 | 32.4 | 26.4 | 42.1 | 19.3 | 51.5 | 28.1 | 38.5 | |
| LESASetting=ZS2024.12 | 31.6 | 25.7 | 41.1 | 19.7 | 52.5 | 28.7 | 19.4 | |
| ZS-SDLSetting=ZS2024.12 | 30.5 | 24.2 | 41.3 | 18.8 | 53.4 | 27.8 | 25.9 | |
| CLIPSetting=OV2024.12 | 29.9 | 27 | 33.5 | 21.2 | 43.8 | 28.5 | 33.7 | |
| Fast0TagSetting=ZS2024.12 | 27.8 | 22.6 | 36.2 | 18.2 | 48.4 | 26.4 | 15.1 |