Multimodal Emotion Recognition in Conversations on IEMOCAP → MELD (target)
56.21Joy ScoreDGDA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGDANoise Rate=10%2026.03 | 56.21 | 9.81 | 76.68 | 36 | 60.99 | |
| BoomdaNoise Rate=10%2026.03 | 45.69 | 6.87 | 65.19 | 31.42 | 51.4 | |
| M3NETNoise Rate=10%2026.03 | 45.15 | 4.69 | 38.16 | 29.25 | 35.48 | |
| A2GNNNoise Rate=10%2026.03 | 41.24 | 3.91 | 66.73 | 27.15 | 50.5 | |
| TextCNNNoise Rate=10%2026.03 | 38.79 | 14.47 | 54.07 | 29.98 | 44.12 | |
| AmandaNoise Rate=10%2026.03 | 36.29 | 10.15 | 62.18 | 29.03 | 47.69 | |
| OMGNoise Rate=10%2026.03 | 34.73 | 4.56 | 58.19 | 31.23 | 44.92 | |
| SPORTNoise Rate=10%2026.03 | 29.57 | 9.04 | 60.74 | 32.38 | 45.84 | |
| DEDNetNoise Rate=10%2026.03 | 25.99 | 1.77 | 57.86 | 27.31 | 42.13 | |
| MMGCNNoise Rate=10%2026.03 | 24.87 | 0 | 46.98 | 28.73 | 35.77 | |
| DialogueRNNNoise Rate=10%2026.03 | 24.02 | 12.95 | 63.69 | 35.23 | 47.08 | |
| LSTMNoise Rate=10%2026.03 | 11.17 | 6.86 | 57.27 | 33.37 | 39.98 | |
| CFN-ESANoise Rate=10%2026.03 | 9.9 | 3.23 | 69.36 | 3.16 | 42.08 | |
| SDTNoise Rate=10%2026.03 | 8.74 | 6.78 | 67.1 | 40.06 | 45.96 | |
| EmotionICNoise Rate=10%2026.03 | 0.21 | 24.16 | 45.68 | 18.52 | 30.58 |