UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Benchmark Model Rank Results
emotion-recognition-in-conversation-on-iemocapUniMSE#8Weighted-F1: 70.66Accuracy: 70.56
emotion-recognition-in-conversation-on-meldUniMSE#21Weighted-F1: 65.51Accuracy: 65.09
multimodal-sentiment-analysis-on-cmu-mosei-1UniMSE#2Accuracy: 87.50MAE: 0.523F1: 87.46
multimodal-sentiment-analysis-on-cmu-mosiUniMSE#2F1: 86.42Acc-7: 48.68Acc-2: 86.9Corr: 0.809MAE: 0.691
multimodal-sentiment-analysis-on-mosiUniMSE#3Accuracy: 86.9F1 score: 86.42