Sentiment Analysis on MVSA-Single (test)
80.92AccuracyEDM-guided alternating training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EDM-guided alternating trainingBackbone=Ola-7B, Modality=Multi2025.05 | 80.92 | 0.25 | |
| EDM-guided alternating trainingBackbone=LLaVA-7B, Modality=Multi2025.05 | 79.96 | 16.01 | |
| EDM-guided alternating trainingBackbone=M3AE, Modality=Multi2025.05 | 78.42 | 2.19 | |
| ConcatBackbone=M3AE, Modality=Text2025.05 | 75.72 | 0.96 | |
| OGMBackbone=M3AE, Modality=Text2025.05 | 75.53 | 2.7 | |
| SumBackbone=M3AE, Modality=Text2025.05 | 75.34 | 3.18 | |
| Late FusionBackbone=M3AE, Modality=Text2025.05 | 75.34 | 1.54 | |
| OGM-GEBackbone=M3AE, Modality=Text2025.05 | 75.14 | 14.92 | |
| MLABackbone=M3AE, Modality=Text2025.05 | 74.76 | 2.22 | |
| LFMBackbone=M3AE, Modality=Text2025.05 | 74.37 | 1.51 | |
| EDM-guided alternating trainingBackbone=M3AE, Modality=Text2025.05 | 72.45 | 0.45 | |
| CRMTBackbone=M3AE, Modality=Text2025.05 | 52.41 | 44.82 | |
| SumBackbone=M3AE, Modality=Visual2025.05 | 30.25 | 31.48 |