Conversational Emotion Recognition on IEMOCAP (6-class)
73.9Weighted Average F1 Score
GS-MCC
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.04 | 73.9 | 60.2 | 65.4 | 86.2 | 81.2 | 75.7 | 70.9 | 71.7 | 70.8 | 83.2 | 81.4 | 66 | 71 | 73.8 | - | - | |
2023.09 | 71.39 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 70.7 | 53 | - | 81.5 | - | 71.3 | - | 65.9 | - | 76.3 | - | 67.8 | - | 70.5 | - | - | |
2023.09 | 70.66 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 70.41 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 70.17 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 70 | - | 46.15 | - | 84.5 | - | 68.38 | - | 70.29 | - | 75.99 | - | 66.49 | - | - | 69.75 | |
2024.03 | 69.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 69.88 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 69.86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 69.69 | |
2023.09 | 69.86 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 69.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 69.49 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 69.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 69.4 | 60.7 | 58.8 | 75.9 | 79.8 | 66.5 | 61.5 | 71.3 | 72.1 | 71.1 | 73.3 | 66.1 | 67.8 | 69.7 | - | - | |
2022.06 | 69.23 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 68.92 | |
2024.03 | 69.22 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 69.22 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 69.21 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 68.93 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 68.91 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 68.73 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 68.57 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 68.57 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 68.43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 68.42 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 68.3 | 54.2 | 55.5 | 81.6 | 79.1 | 59.1 | 63.8 | 69.4 | 69 | 76.3 | 74 | 68.2 | 68.9 | 68.5 | - | - | |
2024.03 | 68.14 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 68.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 68.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 67.6 | 57.4 | 51.9 | 81.4 | 81.7 | 65.4 | 68.6 | 69.5 | 66 | 83.3 | 75.3 | 63.8 | 68.2 | 68.2 | - | - | |
2023.09 | 67.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 67.53 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 67.52 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 67.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 67.5 | 47.9 | 51.3 | 78 | 79.9 | 69 | 65.8 | 72.9 | 67.2 | 85.3 | 78.7 | 52.2 | 58.8 | 68 | - | - | |
2024.04 | 67.3 | 56.9 | 56.4 | 79.1 | 83 | 64 | 61.5 | 70.6 | 69.6 | 86 | 78 | 63.8 | 68.7 | 67.3 | - | - | |
2024.04 | 67.2 | 59.9 | 60.7 | 78 | 82.2 | 60.4 | 63 | 70.2 | 59.9 | 85.8 | 78.2 | 62.9 | 59.5 | 67.7 | - | - | |
2024.03 | 67.19 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 67.16 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 67 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 66.96 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 66.65 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 66.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 66.36 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 66.33 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 66.2 | 43.1 | 42.3 | 79.3 | 78.7 | 63.5 | 61.7 | 69.6 | 69 | 75.8 | 74.3 | 63.5 | 62.3 | 67.4 | - | - | |
2021.12 | 66.18 | - | - | - | - | - | - | - | - | - | - | - | - | - | 66.71 | - | |
2024.03 | 66.18 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 65.94 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 65.94 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 65.85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 65.71 | - | 45.45 | - | 77.53 | - | 61.99 | - | 66.67 | - | 72.04 | - | 64.12 | - | - | 65.56 | |
2022.06 | 65.43 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 65.37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.07 | 65.34 | - | 51.59 | - | 74.54 | - | 62.38 | - | 67.25 | - | 73.96 | - | 59.97 | - | - | 65.31 | |
2024.03 | 65.25 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 65.22 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 65.2 | 60.1 | 51.6 | 78.8 | 77.3 | 60.1 | 65.4 | 70.7 | 63 | 78 | 68 | 64.3 | 61.2 | 65 | - | - | |
2022.07 | 65.04 | - | 47.1 | - | 80.88 | - | 58.71 | - | 66.08 | - | 70.97 | - | 61.21 | - | - | 65.54 | |
2023.09 | 65.03 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 65.01 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.92 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.03 | 64.91 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 64.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.83 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.78 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 64.77 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 64.65 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.05 | 64.59 | 55.44 | 31.56 | 80.19 | 84.13 | 64.73 | 59.66 | 69.05 | 65.25 | 63.18 | 74.32 | 61.06 | 61.54 | 66.09 | - | - | |
2022.06 | 64.55 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 64.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 64.3 | 43.1 | 50.6 | 69.4 | 76.8 | 63 | 62.9 | 63.5 | 56.5 | 88.3 | 77.9 | 53.3 | 55.7 | 64.6 | - | - | |
2020.05 | 64.24 | 49.81 | 32.75 | 81.26 | 82.37 | 65 | 60.45 | 67.86 | 65.39 | 63.14 | 73.29 | 59.77 | 60.68 | 65.35 | - | - | |
2019.08 | 64.18 | 40.62 | 42.75 | 89.14 | 84.54 | 61.92 | 63.54 | 67.53 | 64.19 | 65.46 | 63.08 | 64.18 | 66.99 | 65.25 | - | - | |
2020.05 | 64.18 | 40.62 | 42.75 | 89.14 | 84.54 | 61.92 | 63.54 | 67.53 | 64.19 | 65.46 | 63.08 | 64.18 | 66.99 | 65.25 | - | - | |
2022.06 | 64.18 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 64.18 | |
2023.09 | 64.17 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.04 | 64.1 | 40.6 | 42.7 | 89.1 | 84.5 | 62 | 63.5 | 67.5 | 64.1 | 65.5 | 63.1 | 64.1 | 66.9 | 65.2 | - | - | |
2022.06 | 63.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2020.05 | 63.5 | 48.3 | 52.1 | 68.3 | 73.3 | 61.6 | 58.4 | 57.5 | 61.9 | 68.1 | 69.7 | 67.1 | 62.3 | 63.5 | - | - | |
2023.09 | 63.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 63.38 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 63.37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.06 | 63.17 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 62.81 | - | - | - | - | - | - | - | - | - | - | - | - | - | 62.6 | - | |
2021.06 | 62.77 | - | - | - | - | - | - | - | - | - | - | - | - | - | 62.54 | - | |
2019.08 | 62.75 | 25.69 | 33.18 | 75.1 | 78.8 | 58.59 | 59.21 | 64.71 | 65.28 | 80.27 | 71.86 | 61.15 | 58.91 | 63.4 | - | - | |
2020.05 | 62.75 | 25.69 | 33.18 | 75.1 | 78.8 | 58.59 | 59.21 | 64.71 | 65.28 | 80.27 | 71.86 | 61.15 | 58.91 | 63.4 | - | - | |
2022.06 | 62.75 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 63.4 | |
2022.07 | 62.75 | - | 33.18 | - | 78.8 | - | 59.21 | - | 65.28 | - | 71.86 | - | 58.91 | - | - | 63.4 | |
2024.04 | 62.7 | 25.6 | 33.1 | 75.1 | 78.8 | 58.5 | 59.2 | 64.7 | 65.2 | 80.2 | 71.8 | 61.1 | 58.9 | 63.4 | - | - | |
2023.09 | 62.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 61.33 | - | - | - | - | - | - | - | - | - | - | - | - | - | 61.11 | - | |
2021.12 | 61.33 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.09 | 61.33 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.12 | 60.98 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.06 | 60.97 | - | - | - | - | - | - | - | - | - | - | - | - | - | 60.69 | - | |
2021.06 | 60.85 | - | - | - | - | - | - | - | - | - | - | - | - | - | 60.63 | - |
Showing 100 of 129 rows