Multi-modal Sentiment Analysis Classification (MSAC) on IEMOCAP 4
89.45Negative AccGraphSmile
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraphSmilehyperparameters=optimized2024.07 | 89.45 | 85.53 | 87.02 | 87.49 | 87.48 | |
| GraphSmilehyperparameters=constant2024.07 | 87.76 | 82.93 | 87.23 | 85.79 | 85.71 | |
| M3Netreplication_status=replicated2024.07 | 87.14 | 82.61 | 81.53 | 84.52 | 84.44 | |
| SACL-LSTMreplication_status=replicated2024.07 | 85.23 | 80.23 | 80.53 | 82.61 | 82.47 | |
| MMGCNreplication_status=replicated2024.07 | 84.97 | 78.8 | 79.09 | 81.87 | 81.56 | |
| MM-DFNreplication_status=replicated2024.07 | 84.79 | 76.99 | 80.95 | 81.34 | 81.03 | |
| DialogueCRNreplication_status=replicated2024.07 | 83.94 | 76.81 | 79.39 | 80.7 | 80.34 |