Multimodal Emotion Recognition in Conversations on MELD (Subset Metrics)
61.04Joy AccuracyDGDA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGDANoise Rate=10%2026.03 | 61.04 | 66.1 | 57.19 | 82.91 | 66.47 | |
| BoomdaNoise Rate=10%2026.03 | 60.19 | 44.19 | 51.01 | 69.77 | 55.57 | |
| AmandaNoise Rate=10%2026.03 | 55.68 | 45.81 | 54.28 | 56.76 | 53.14 | |
| A2GNNNoise Rate=10%2026.03 | 53.11 | 55.43 | 50.18 | 60.38 | 54.46 | |
| LSTMNoise Rate=10%2026.03 | 51.27 | 60.89 | 46.76 | 46.74 | 50.68 | |
| MMGCNNoise Rate=10%2026.03 | 50.95 | 0 | 54.9 | 64.13 | 43.94 | |
| SDTNoise Rate=10%2026.03 | 50.18 | 61.2 | 50.25 | 64.86 | 56.58 | |
| SPORTNoise Rate=10%2026.03 | 49.11 | 61.23 | 39.18 | 66.89 | 52.89 | |
| OMGNoise Rate=10%2026.03 | 47.55 | 67.21 | 41.23 | 54.22 | 51.54 | |
| M3NETNoise Rate=10%2026.03 | 46.91 | 71.08 | 35.31 | 71.76 | 54.72 | |
| DEDNetNoise Rate=10%2026.03 | 40.4 | 0 | 29.68 | 33.61 | 25.28 | |
| TextCNNNoise Rate=10%2026.03 | 39.13 | 60.65 | 35.52 | 54.21 | 46.73 | |
| DialogueRNNNoise Rate=10%2026.03 | 37.75 | 56.47 | 14.91 | 59.92 | 39.46 | |
| EmotionICNoise Rate=10%2026.03 | 30.55 | 37.11 | 37.64 | 33.74 | 35.51 | |
| CFN-ESANoise Rate=10%2026.03 | 19.26 | 9.38 | 44.62 | 16.5 | 25.57 |