Multi-modal Sentiment Analysis Classification (MSAC) on MELD
0.8005Neutral AccuracyDialogueCRN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DialogueCRNreplication_status=replicated2024.07 | 0.8005 | 0.6667 | 0.6934 | 0.7418 | 0.7396 | |
| GraphSmilehyperparameters=optimized2024.07 | 0.7935 | 0.6789 | 0.7072 | 0.7444 | 0.7431 | |
| GraphSmilehyperparameters=constant2024.07 | 0.7915 | 0.6484 | 0.7008 | 0.736 | 0.734 | |
| SACL-LSTMreplication_status=replicated2024.07 | 0.7908 | 0.6667 | 0.6916 | 0.7356 | 0.7344 | |
| MMGCNreplication_status=replicated2024.07 | 0.7903 | 0.666 | 0.6936 | 0.7356 | 0.7346 | |
| M3Netreplication_status=replicated2024.07 | 0.7846 | 0.6712 | 0.6944 | 0.7333 | 0.7332 | |
| MM-DFNreplication_status=replicated2024.07 | 0.7789 | 0.6605 | 0.7083 | 0.733 | 0.7327 |