Sentiment Analysis on CMU-MOSEI (test)
85.5Acc (2-class)
MISA
Updated 3d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2020.12 | 85.5 | 85.3 | 0.555 | 52.2 | 0.756 | - | - | |
2020.12 | 85.5 | 85.5 | 0.559 | 52.4 | 0.738 | - | - | |
2020.12 | 84.4 | 84.4 | 0.568 | 51.4 | 0.717 | - | - | |
2020.12 | 84.2 | 84.2 | 0.565 | 51.6 | 0.713 | - | - | |
2020.12 | 83.6 | 83.8 | 0.579 | 50.1 | 0.707 | - | - | |
2020.12 | 83.5 | 83.5 | 0.572 | 51 | 0.727 | - | - | |
2022.01 | 82.8 | 82.9 | 0.582 | 52.1 | 0.704 | - | - | |
2020.12 | 82.6 | 82.1 | 0.593 | 50.2 | 0.7 | - | - | |
2022.01 | 82.5 | 82.3 | 0.58 | 51.8 | 0.703 | - | - | |
2022.01 | 82.4 | 82.5 | 0.585 | 52 | 0.7 | - | - | |
2020.12 | 82 | 82.2 | 0.623 | 48 | 0.677 | - | - | |
2022.01 | 81.9 | 82.2 | 0.593 | 51.3 | 0.695 | - | - | |
2022.01 | 81.7 | 81.8 | - | 51.6 | - | - | - | |
2025.12 | 80.6 | 80.2 | 0.642 | 47 | 0.661 | - | - | |
2025.12 | 80.2 | 80 | 0.634 | 47.4 | 0.662 | - | - | |
2025.12 | 80.2 | 80.2 | 0.68 | 44.2 | 0.606 | - | - | |
2025.12 | 79.9 | 80 | 0.637 | 48.5 | 0.655 | - | - | |
2022.01 | 79.8 | 80.6 | 0.609 | 49.6 | 0.67 | - | - | |
2025.12 | 79.8 | 80.2 | 0.651 | 46.6 | 0.63 | - | - | |
2022.03 | 79.75 | - | 0.6 | - | - | - | 295.8 | |
2022.03 | 79.73 | - | 0.61 | - | - | - | 254.5 | |
2022.03 | 79.54 | - | 0.6 | - | - | - | 309.6 | |
2025.12 | 79.4 | 78.8 | 0.733 | 46.7 | 0.656 | - | - | |
2025.12 | 79.2 | 79 | 0.687 | 43.1 | 0.603 | - | - | |
2022.01 | 79.1 | 79.5 | 0.614 | 50 | 0.662 | - | - | |
2022.03 | 79.07 | - | 0.62 | - | - | - | 165.5 | |
2025.12 | 78.9 | 77.9 | 0.736 | 45.8 | 0.653 | - | - | |
2022.03 | 78.45 | - | 0.65 | - | - | - | 313.5 | |
2022.03 | 78.35 | - | 0.62 | - | - | - | 124.7 | |
2022.03 | 69.02 | - | 0.8 | - | - | - | 123.1 | |
2022.03 | 67.68 | - | 0.82 | - | - | - | 123.3 | |
2020.12 | 65.9 | 64.7 | 0.829 | 41.3 | 0.248 | - | - | |
2020.12 | 65.7 | 62.7 | 0.821 | 41.2 | 0.263 | - | - | |
2025.12 | 65.6 | 67 | 0.808 | 42.5 | 0.262 | - | - | |
2025.12 | 63.4 | 63.7 | 0.828 | 41.7 | 0.228 | - | - | |
2025.12 | 63.2 | 64.8 | 0.777 | 41.8 | 0.424 | - | - | |
2025.12 | 63.2 | 65.6 | 0.827 | 41.4 | 0.185 | - | - | |
2025.12 | 62.4 | 64 | 0.789 | 40.3 | 0.414 | - | - | |
2025.12 | 62.2 | 63.2 | 1.004 | 41.4 | 0.149 | - | - | |
2025.12 | 53.9 | 58.1 | 0.825 | 41.7 | 0.178 | - | - | |
2022.11 | - | - | - | - | - | 33.35 | - | |
2022.11 | - | - | - | - | - | 33.78 | - | |
2022.11 | - | - | - | - | - | 34.63 | - | |
2023.06 | - | - | - | - | - | 71.9 | - | |
2023.06 | - | - | - | - | - | 71.1 | - | |
2023.06 | - | - | - | - | - | 71.9 | - | |
2023.06 | - | - | - | - | - | 71.2 | - | |
2023.06 | - | - | - | - | - | 74.5 | - | |
2023.06 | - | - | - | - | - | 71 | - | |
2023.06 | - | - | - | - | - | 71.1 | - | |
2023.06 | - | - | - | - | - | 77.8 | - |