Multimodal Sentiment Analysis on MVSA-Single (test)
78.48AccuracyGIML
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GIMLintra ratio (rt, rv)=(0.0, -), inter=T2026.07 | 78.48 | 78.21 | |
| GIMLintra ratio (rt, rv)=(0.0, 0.0), inter=VT2026.07 | 77.73 | 77.36 | |
| TMDCintra ratio (rt, rv)=(0.0, -), inter=T2026.07 | 77.73 | 76.63 | |
| TMDCintra ratio (rt, rv)=(0.0, 0.0), inter=VT2026.07 | 77.54 | 76.51 | |
| GIMLintra ratio (rt, rv)=(0.1, 0.5), inter=VT2026.07 | 76.68 | 76 | |
| T2DRintra ratio (rt, rv)=(0.0, 0.0), inter=VT2026.07 | 76.56 | 75.65 | |
| TMDCintra ratio (rt, rv)=(0.1, 0.5), inter=VT2026.07 | 76.17 | 75.46 | |
| T2DRintra ratio (rt, rv)=(0.1, 0.5), inter=VT2026.07 | 75.39 | 74.67 | |
| T2DRintra ratio (rt, rv)=(0.0, -), inter=T2026.07 | 75.2 | 74.04 | |
| GIMLintra ratio (rt, rv)=(0.3, 0.7), inter=VT2026.07 | 73.28 | 72.28 | |
| TMDCintra ratio (rt, rv)=(0.3, 0.7), inter=VT2026.07 | 73.09 | 72.37 | |
| T2DRintra ratio (rt, rv)=(0.3, 0.7), inter=VT2026.07 | 72.93 | 72.42 | |
| GIMLintra ratio (rt, rv)=(0.5, 0.5), inter=VT2026.07 | 71.37 | 70.29 | |
| GIMLintra ratio (rt, rv)=(0.5, 0.1), inter=VT2026.07 | 70.98 | 70.04 | |
| GIMLintra ratio (rt, rv)=(0.5, -), inter=T2026.07 | 70.47 | 69.58 | |
| T2DRintra ratio (rt, rv)=(0.5, 0.5), inter=VT2026.07 | 69.57 | 69.17 | |
| TMDCintra ratio (rt, rv)=(0.5, -), inter=T2026.07 | 69.53 | 68.55 | |
| T2DRintra ratio (rt, rv)=(0.5, 0.1), inter=VT2026.07 | 69.3 | 67.94 | |
| T2DRintra ratio (rt, rv)=(0.5, -), inter=T2026.07 | 69.22 | 68.2 | |
| TMDCintra ratio (rt, rv)=(0.5, 0.1), inter=VT2026.07 | 68.52 | 67.24 | |
| TMDCintra ratio (rt, rv)=(0.5, 0.5), inter=VT2026.07 | 68.28 | 67.51 | |
| GIMLintra ratio (rt, rv)=(0.7, 0.3), inter=VT2026.07 | 66.02 | 64.71 | |
| TMDCintra ratio (rt, rv)=(0.7, 0.3), inter=VT2026.07 | 63.12 | 61.57 | |
| T2DRintra ratio (rt, rv)=(0.7, 0.3), inter=VT2026.07 | 63.09 | 61.96 | |
| GIMLintra ratio (rt, rv)=(-, 0.0), inter=V2026.07 | 51.17 | 42.6 | |
| T2DRintra ratio (rt, rv)=(-, 0.5), inter=V2026.07 | 50.94 | 37.66 | |
| T2DRintra ratio (rt, rv)=(-, 0.0), inter=V2026.07 | 50.78 | 45.81 | |
| GIMLintra ratio (rt, rv)=(-, 0.5), inter=V2026.07 | 50.78 | 48.5 | |
| TMDCintra ratio (rt, rv)=(-, 0.0), inter=V2026.07 | 49.41 | 38.84 | |
| TMDCintra ratio (rt, rv)=(-, 0.5), inter=V2026.07 | 48.87 | 40.25 |