Multi-label Classification on MM-IMDb-CMML (test)
34.77APDeLo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeLoη=10%, #Image=90%, #Text=100%2026.03 | 34.77 | 30.36 | |
| DeLoη=30%, #Image=70%, #Text=100%2026.03 | 34.56 | 32.38 | |
| DeLoη=50%, #Image=50%, #Text=100%2026.03 | 32.83 | 31.09 | |
| DeLoη=10%, #Image=95%, #Text=95%2026.03 | 31.84 | 30.72 | |
| DeLoη=70%, #Image=30%, #Text=100%2026.03 | 31.03 | 32.76 | |
| DeLoη=30%, #Image=85%, #Text=85%2026.03 | 30.62 | 29.23 | |
| DeLoη=90%, #Image=10%, #Text=100%2026.03 | 30.23 | 33.85 | |
| DeLoη=50%, #Image=75%, #Text=75%2026.03 | 30.15 | 33.72 | |
| DeLoη=30%, #Image=100%, #Text=70%2026.03 | 29.28 | 32.79 | |
| DeLoη=10%, #Image=100%, #Text=90%2026.03 | 29.14 | 32.11 | |
| DeLoη=70%, #Image=65%, #Text=65%2026.03 | 28.97 | 31.84 | |
| DeLoη=50%, #Image=100%, #Text=50%2026.03 | 28.88 | 33.18 | |
| DeLoη=90%, #Image=55%, #Text=55%2026.03 | 28.59 | 32.79 | |
| RebQη=10%, #Image=90%, #Text=100%2026.03 | 27.35 | 28.88 | |
| DeLoη=70%, #Image=100%, #Text=30%2026.03 | 27.21 | 33.39 | |
| RebQη=10%, #Image=95%, #Text=95%2026.03 | 26.9 | 28.26 | |
| RebQη=30%, #Image=70%, #Text=100%2026.03 | 26.68 | 27.89 | |
| RebQη=50%, #Image=50%, #Text=100%2026.03 | 26.45 | 27.53 | |
| RebQη=70%, #Image=30%, #Text=100%2026.03 | 26.27 | 27.56 | |
| RebQη=90%, #Image=10%, #Text=100%2026.03 | 26.22 | 27.5 | |
| DeLoη=90%, #Image=100%, #Text=10%2026.03 | 26.11 | 35.11 | |
| RebQη=30%, #Image=85%, #Text=85%2026.03 | 25.8 | 26.95 | |
| RebQη=90%, #Image=55%, #Text=55%2026.03 | 25.42 | 25.82 | |
| RebQη=50%, #Image=75%, #Text=75%2026.03 | 25.31 | 25.88 | |
| DualPromptη=10%, #Image=90%, #Text=100%2026.03 | 24.82 | 24.09 | |
| RebQη=30%, #Image=100%, #Text=70%2026.03 | 24.75 | 25.86 | |
| RebQη=10%, #Image=100%, #Text=90%2026.03 | 24.19 | 32.46 | |
| DualPromptη=10%, #Image=95%, #Text=95%2026.03 | 24.19 | 24.04 | |
| RebQη=50%, #Image=100%, #Text=50%2026.03 | 23.89 | 25.27 | |
| RebQη=70%, #Image=65%, #Text=65%2026.03 | 23.77 | 25.26 | |
| DualPromptη=30%, #Image=100%, #Text=70%2026.03 | 22.96 | 23.96 | |
| DualPromptη=10%, #Image=100%, #Text=90%2026.03 | 22.79 | 20.42 | |
| RebQη=70%, #Image=100%, #Text=30%2026.03 | 22.41 | 24.39 | |
| DualPromptη=30%, #Image=85%, #Text=85%2026.03 | 22.18 | 20.72 | |
| RebQη=90%, #Image=100%, #Text=10%2026.03 | 21.37 | 23.66 | |
| DualPromptη=90%, #Image=10%, #Text=100%2026.03 | 21.22 | 18.38 | |
| DualPromptη=30%, #Image=70%, #Text=100%2026.03 | 20.98 | 19.67 | |
| DualPromptη=50%, #Image=75%, #Text=75%2026.03 | 20.32 | 19.09 | |
| DualPromptη=50%, #Image=100%, #Text=50%2026.03 | 20.04 | 21.48 | |
| MSPη=30%, #Image=100%, #Text=70%2026.03 | 20.01 | 34.87 | |
| DualPromptη=50%, #Image=50%, #Text=100%2026.03 | 19.97 | 20.24 | |
| MAPη=30%, #Image=100%, #Text=70%2026.03 | 19.85 | 32.14 | |
| MSPη=10%, #Image=100%, #Text=90%2026.03 | 19.49 | 35.11 | |
| MAPη=50%, #Image=100%, #Text=50%2026.03 | 19.19 | 36.18 | |
| MSPη=10%, #Image=90%, #Text=100%2026.03 | 19.01 | 34.89 | |
| MAPη=90%, #Image=100%, #Text=10%2026.03 | 18.85 | 25.03 | |
| MAPη=50%, #Image=50%, #Text=100%2026.03 | 18.83 | 32.02 | |
| DualPromptη=70%, #Image=30%, #Text=100%2026.03 | 18.42 | 15.32 | |
| MSPη=30%, #Image=70%, #Text=100%2026.03 | 18.31 | 32.45 | |
| MSPη=70%, #Image=65%, #Text=65%2026.03 | 18.27 | 29.34 | |
| MSPη=70%, #Image=100%, #Text=30%2026.03 | 18.01 | 27.32 | |
| MSPη=90%, #Image=100%, #Text=10%2026.03 | 18.01 | 29.14 | |
| MSPη=90%, #Image=10%, #Text=100%2026.03 | 17.88 | 32.19 | |
| MAPη=90%, #Image=10%, #Text=100%2026.03 | 17.79 | 31.65 | |
| MAPη=70%, #Image=100%, #Text=30%2026.03 | 17.45 | 27.14 | |
| MAPη=50%, #Image=75%, #Text=75%2026.03 | 17.36 | 29.67 | |
| MAPη=10%, #Image=95%, #Text=95%2026.03 | 17.24 | 31.28 | |
| MAPη=70%, #Image=65%, #Text=65%2026.03 | 17.2 | 29.39 | |
| MAPη=30%, #Image=70%, #Text=100%2026.03 | 17.19 | 31.09 | |
| DualPromptη=90%, #Image=55%, #Text=55%2026.03 | 16.82 | 8.44 | |
| DualPromptη=70%, #Image=100%, #Text=30%2026.03 | 16.8 | 13.82 | |
| MSPη=50%, #Image=50%, #Text=100%2026.03 | 16.78 | 34.14 | |
| MAPη=10%, #Image=90%, #Text=100%2026.03 | 16.63 | 33.3 | |
| MAPη=90%, #Image=55%, #Text=55%2026.03 | 16.28 | 27.89 | |
| MSPη=50%, #Image=75%, #Text=75%2026.03 | 16.24 | 31.81 | |
| MSPη=90%, #Image=55%, #Text=55%2026.03 | 16.2 | 31.47 | |
| DualPromptη=70%, #Image=65%, #Text=65%2026.03 | 16.19 | 15.76 | |
| MAPη=70%, #Image=30%, #Text=100%2026.03 | 16.09 | 34.59 | |
| MSPη=50%, #Image=100%, #Text=50%2026.03 | 15.93 | 35.29 | |
| MAPη=10%, #Image=100%, #Text=90%2026.03 | 15.77 | 34.67 | |
| MSPη=10%, #Image=95%, #Text=95%2026.03 | 15.69 | 32.17 | |
| DualPromptη=90%, #Image=100%, #Text=10%2026.03 | 15.5 | 11.27 | |
| MAPη=30%, #Image=85%, #Text=85%2026.03 | 14.44 | 33.29 | |
| MSPη=70%, #Image=30%, #Text=100%2026.03 | 14.3 | 35.72 | |
| MSPη=30%, #Image=85%, #Text=85%2026.03 | 14.2 | 35.57 | |
| L2Pη=10%, #Image=95%, #Text=95%2026.03 | 13.9 | 8.42 | |
| L2Pη=10%, #Image=100%, #Text=90%2026.03 | 13.67 | 8.96 | |
| L2Pη=10%, #Image=90%, #Text=100%2026.03 | 13.54 | 8.26 | |
| L2Pη=30%, #Image=85%, #Text=85%2026.03 | 11.58 | 7.9 | |
| L2Pη=30%, #Image=70%, #Text=100%2026.03 | 10.98 | 7.27 | |
| L2Pη=30%, #Image=100%, #Text=70%2026.03 | 10.68 | 8.03 | |
| L2Pη=50%, #Image=75%, #Text=75%2026.03 | 10.08 | 5.23 | |
| L2Pη=50%, #Image=50%, #Text=100%2026.03 | 9.77 | 4.88 | |
| L2Pη=50%, #Image=100%, #Text=50%2026.03 | 9.54 | 5.54 | |
| L2Pη=70%, #Image=30%, #Text=100%2026.03 | 7.49 | 5.2 | |
| L2Pη=70%, #Image=100%, #Text=30%2026.03 | 7.26 | 5.37 | |
| L2Pη=70%, #Image=65%, #Text=65%2026.03 | 6.93 | 6.23 | |
| L2Pη=90%, #Image=55%, #Text=55%2026.03 | 6.84 | 6.39 | |
| L2Pη=90%, #Image=10%, #Text=100%2026.03 | 6.29 | 5.09 | |
| L2Pη=90%, #Image=100%, #Text=10%2026.03 | 5.98 | 5.82 |