Multi-modal Sentiment Analysis Classification (3-Class) on CMU-MOSEI
58.1Class Negative (%)MMGCN
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MMGCNreplication_status=replicated2024.07 | 58.1 | 38.62 | 78.47 | 66.66 | 65.89 | |
| GraphSmilehyperparameters=optimized2024.07 | 56.99 | 41.02 | 79.36 | 67.73 | 66.73 | |
| GraphSmilehyperparameters=constant2024.07 | 56.14 | 39.8 | 78.18 | 66.83 | 65.69 | |
| MM-DFNreplication_status=replicated2024.07 | 53.67 | 36.11 | 78.67 | 66.35 | 64.62 | |
| M3Netreplication_status=replicated2024.07 | 53.08 | 25.92 | 77.64 | 64.72 | 61.66 | |
| DialogueCRNreplication_status=replicated2024.07 | 20.87 | 12.71 | 70.51 | 54.11 | 48.5 | |
| SACL-LSTMreplication_status=replicated2024.07 | 10.59 | 0 | 71.73 | 55.28 | 44.5 |