Multimodal Classification on MVSA (test)
79.94Accuracy (%)MLA
Evaluation Results
| Method | Links | |
|---|---|---|
| MLAModality=Multi2023.11 | 79.94 | |
| MLAModality=Multi2023.11 | 79.94 | |
| QMFModality=Multi2023.11 | 77.96 | |
| QMFModality=Multi2023.11 | 77.96 | |
| Late FusionModality=Multi2023.11 | 76.88 | |
| Late FusionModality=Multi2023.11 | 76.88 | |
| OGM-GEModality=Multi2023.11 | 76.37 | |
| OGM-GEModality=Multi2023.11 | 76.37 | |
| ConcatModality=Multi2023.11 | 76.25 | |
| ConcatModality=Multi2023.11 | 76.25 | |
| SumModality=Multi2023.11 | 76.19 | |
| SumModality=Multi2023.11 | 76.19 | |
| BiGatedModality=Multi2023.11 | 75.94 | |
| BiGatedModality=Multi2023.11 | 75.94 | |
| MLAModality=Text2023.11 | 75.72 | |
| MLAModality=Image2023.11 | 75.72 | |
| FiLMModality=Multi2023.11 | 75.34 | |
| FiLMModality=Multi2023.11 | 75.34 | |
| ConcatModality=Text2023.11 | 75.22 | |
| ConcatModality=Image2023.11 | 75.22 | |
| QMFModality=Text2023.11 | 74.87 | |
| QMFModality=Image2023.11 | 74.87 | |
| FiLMModality=Text2023.11 | 74.85 | |
| FiLMModality=Image2023.11 | 74.85 | |
| OGM-GEModality=Text2023.11 | 74.76 | |
| OGM-GEModality=Image2023.11 | 74.76 | |
| SumModality=Text2023.11 | 73.33 | |
| SumModality=Image2023.11 | 73.33 | |
| BiGatedModality=Text2023.11 | 73.13 | |
| BiGatedModality=Image2023.11 | 73.13 | |
| Late FusionModality=Text2023.11 | 72.15 | |
| Late FusionModality=Image2023.11 | 72.15 | |
| MLAModality=Image2023.11 | 54.99 | |
| MLAModality=Text2023.11 | 54.99 | |
| Late FusionModality=Image2023.11 | 45.24 | |
| Late FusionModality=Text2023.11 | 45.24 | |
| QMFModality=Image2023.11 | 32.99 | |
| QMFModality=Text2023.11 | 32.99 | |
| OGM-GEModality=Image2023.11 | 31.98 | |
| OGM-GEModality=Text2023.11 | 31.98 | |
| SumModality=Image2023.11 | 28.46 | |
| SumModality=Text2023.11 | 28.46 | |
| BiGatedModality=Image2023.11 | 28.15 | |
| BiGatedModality=Text2023.11 | 28.15 | |
| ConcatModality=Image2023.11 | 27.32 | |
| ConcatModality=Text2023.11 | 27.32 | |
| FiLMModality=Image2023.11 | 27.12 | |
| FiLMModality=Text2023.11 | 27.12 |