Emotion Recognition on M3ED (val)
58.7Weighted F1DialogueRNN
Evaluation Results
| Method | Links | |
|---|---|---|
| DialogueRNNModalities={l, v}2022.05 | 58.7 | |
| MMGCNModalities={l, a, v}2022.05 | 56.67 | |
| DialogueRNNModalities={l, a, v}2022.05 | 56.52 | |
| DialogueRNNModalities={l, a}2022.05 | 55.85 | |
| MDIModalities={l, v}2022.05 | 55.69 | |
| MMGCNModalities={l, a}2022.05 | 55.62 | |
| MMGCNModalities={l, v}2022.05 | 54.75 | |
| MMGCNModalities={a, v}2022.05 | 54.71 | |
| DialogueGCNModalities={l, a, v}2022.05 | 54.58 | |
| MDIModalities={l, a}2022.05 | 54.27 | |
| DialogueGCNModalities={l, v}2022.05 | 54.26 | |
| MDIModalities={l, a, v}2022.05 | 54.09 | |
| DialogueGCNModalities={l, a}2022.05 | 53.91 | |
| DialogueRNNModalities={l}2022.05 | 53.65 | |
| MMGCNModalities={a}2022.05 | 52.93 | |
| DialogueRNNModalities={a, v}2022.05 | 52.69 | |
| UttBaselineModalities={l, a, v}2022.05 | 52.15 | |
| DialogueRNNModalities={a}2022.05 | 52.09 | |
| UttBaselineModalities={l, a}2022.05 | 51.58 | |
| MDIModalities={a}2022.05 | 51.5 | |
| MDIModalities={l}2022.05 | 51.37 | |
| MDIModalities={a, v}2022.05 | 51.34 | |
| DialogueGCNModalities={a}2022.05 | 50.96 | |
| MMGCNModalities={l}2022.05 | 50.83 | |
| DialogueGCNModalities={a, v}2022.05 | 50.8 | |
| DialogueGCNModalities={l}2022.05 | 50.77 | |
| UttBaselineModalities={l, v}2022.05 | 50.48 | |
| UttBaselineModalities={a, v}2022.05 | 49.66 | |
| UttBaselineModalities={a}2022.05 | 48.56 | |
| MDIModalities={v}2022.05 | 45.97 | |
| UttBaselineModalities={l}2022.05 | 44.67 | |
| UttBaselineModalities={v}2022.05 | 42.32 | |
| MMGCNModalities={v}2022.05 | 37.05 | |
| DialogueRNNModalities={v}2022.05 | 36.03 | |
| DialogueGCNModalities={v}2022.05 | 33.82 |