Audio-Image-Text Classification on IEMOCAP (test)
78.92AccuracyMLA
Evaluation Results
| Method | Links | |
|---|---|---|
| MLAModality=Multi2023.11 | 78.92 | |
| OGM-GEModality=Multi2023.11 | 76.17 | |
| QMFModality=Multi2023.11 | 76.17 | |
| ConcatModality=Multi2023.11 | 75.91 | |
| MLAModality Missing Rate=10%2023.11 | 75.07 | |
| QMFModality=Text2023.11 | 75.03 | |
| Late FusionModality=Multi2023.11 | 74.96 | |
| FiLMModality=Multi2023.11 | 74.32 | |
| SumModality=Multi2023.11 | 74.18 | |
| QMFModality Missing Rate=10%2023.11 | 73.49 | |
| BiGatedModality=Multi2023.11 | 73.34 | |
| MLAModality=Text2023.11 | 73.22 | |
| Late FusionModality Missing Rate=10%2023.11 | 72.95 | |
| MLAModality Missing Rate=20%2023.11 | 72.33 | |
| MMINModality Missing Rate=10%2023.11 | 71.84 | |
| AEModality Missing Rate=10%2023.11 | 71.36 | |
| QMFModality Missing Rate=20%2023.11 | 71.33 | |
| IF-MMINModality Missing Rate=10%2023.11 | 71.32 | |
| CRAModality Missing Rate=10%2023.11 | 71.28 | |
| OGM-GEModality=Text2023.11 | 70.79 | |
| MMINModality Missing Rate=20%2023.11 | 69.36 | |
| Late FusionModality Missing Rate=20%2023.11 | 69.06 | |
| Late FusionModality=Text2023.11 | 68.79 | |
| MLAModality Missing Rate=30%2023.11 | 68.47 | |
| IF-MMINModality Missing Rate=20%2023.11 | 68.29 | |
| TATEModality Missing Rate=10%2023.11 | 67.84 | |
| ConcatModality=Text2023.11 | 67.84 | |
| AEModality Missing Rate=20%2023.11 | 67.4 | |
| CRAModality Missing Rate=20%2023.11 | 67.34 | |
| MLAModality Missing Rate=40%2023.11 | 67 | |
| FiLMModality=Text2023.11 | 66.37 | |
| MMINModality Missing Rate=30%2023.11 | 66.34 | |
| QMFModality Missing Rate=30%2023.11 | 65.89 | |
| CCAModality Missing Rate=10%2023.11 | 65.19 | |
| SumModality=Text2023.11 | 65.16 | |
| BiGatedModality=Text2023.11 | 65.16 | |
| Late FusionModality Missing Rate=30%2023.11 | 64.89 | |
| IF-MMINModality Missing Rate=30%2023.11 | 64.17 | |
| MLAModality Missing Rate=50%2023.11 | 63.48 | |
| MMINModality Missing Rate=40%2023.11 | 63.3 | |
| TATEModality Missing Rate=20%2023.11 | 63.22 | |
| CCAModality Missing Rate=20%2023.11 | 62.6 | |
| QMFModality Missing Rate=40%2023.11 | 62.27 | |
| CRAModality Missing Rate=30%2023.11 | 62.24 | |
| TATEModality Missing Rate=30%2023.11 | 62.19 | |
| AEModality Missing Rate=30%2023.11 | 62.02 | |
| DCCAEModality Missing Rate=10%2023.11 | 61.66 | |
| Late FusionModality Missing Rate=40%2023.11 | 61.09 | |
| MMINModality Missing Rate=50%2023.11 | 60.54 | |
| TATEModality Missing Rate=40%2023.11 | 60.36 | |
| IF-MMINModality Missing Rate=40%2023.11 | 60.13 | |
| CCAModality Missing Rate=30%2023.11 | 59.35 | |
| MLAModality Missing Rate=60%2023.11 | 59.17 | |
| TATEModality Missing Rate=50%2023.11 | 58.74 | |
| TATEModality Missing Rate=60%2023.11 | 57.99 | |
| QMFModality Missing Rate=50%2023.11 | 57.94 | |
| DCCAEModality Missing Rate=20%2023.11 | 57.67 | |
| MMINModality Missing Rate=60%2023.11 | 57.52 | |
| IF-MMINModality Missing Rate=50%2023.11 | 57.45 | |
| DCCAModality Missing Rate=10%2023.11 | 57.25 | |
| AEModality Missing Rate=40%2023.11 | 57.24 | |
| CRAModality Missing Rate=40%2023.11 | 57.04 | |
| Late FusionModality Missing Rate=50%2023.11 | 56.48 | |
| MLAModality Missing Rate=70%2023.11 | 55.89 | |
| QMFModality Missing Rate=60%2023.11 | 55.6 | |
| MMINModality Missing Rate=70%2023.11 | 55.44 | |
| CPM-NetModality Missing Rate=10%2023.11 | 55.29 | |
| CCAModality Missing Rate=40%2023.11 | 55.25 | |
| DCCAEModality Missing Rate=30%2023.11 | 54.95 | |
| TATEModality Missing Rate=70%2023.11 | 54.35 | |
| CPM-NetModality Missing Rate=20%2023.11 | 53.65 | |
| IF-MMINModality Missing Rate=60%2023.11 | 53.26 | |
| CPM-NetModality Missing Rate=30%2023.11 | 52.52 | |
| Late FusionModality Missing Rate=60%2023.11 | 52.41 | |
| IF-MMINModality Missing Rate=70%2023.11 | 52.04 | |
| DCCAModality Missing Rate=20%2023.11 | 51.74 | |
| CCAModality Missing Rate=50%2023.11 | 51.38 | |
| DCCAEModality Missing Rate=40%2023.11 | 51.08 | |
| CPM-NetModality Missing Rate=40%2023.11 | 51.01 | |
| AEModality Missing Rate=50%2023.11 | 50.56 | |
| QMFModality Missing Rate=70%2023.11 | 50.25 | |
| CRAModality Missing Rate=50%2023.11 | 49.86 | |
| CPM-NetModality Missing Rate=50%2023.11 | 49.09 | |
| CPM-NetModality Missing Rate=60%2023.11 | 47.38 | |
| MLAModality=Audio2023.11 | 46.29 | |
| CCAModality Missing Rate=60%2023.11 | 45.73 | |
| DCCAEModality Missing Rate=50%2023.11 | 45.71 | |
| Late FusionModality Missing Rate=70%2023.11 | 45.07 | |
| CPM-NetModality Missing Rate=70%2023.11 | 44.76 | |
| CRAModality Missing Rate=60%2023.11 | 43.22 | |
| Late FusionModality=Audio2023.11 | 43.12 | |
| AEModality Missing Rate=60%2023.11 | 43.04 | |
| QMFModality=Audio2023.11 | 42.98 | |
| DCCAModality Missing Rate=30%2023.11 | 42.53 | |
| BiGatedModality=Audio2023.11 | 42.23 | |
| ConcatModality=Audio2023.11 | 41.93 | |
| FiLMModality=Audio2023.11 | 41.64 | |
| DCCAEModality Missing Rate=70%2023.11 | 41.42 | |
| OGM-GEModality=Audio2023.11 | 41.38 | |
| DCCAModality Missing Rate=70%2023.11 | 41.09 |