Multimodal Sentiment Analysis on CMU-MOSEI (0.7, 0.3, 0.5) (test)
84.84AccuracyMMGCN+BALM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MMGCN+BALMIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 84.84 | 84.7 | |
| MMDFN+BALMIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 84.78 | 84.68 | |
| MMDFNIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 84.37 | 84.3 | |
| MMGCNIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 84.04 | 84.04 | |
| GCNetIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 83.76 | 83.57 | |
| GCNet+BALMIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 83.63 | 83.57 | |
| SDR-GNNIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 83.54 | 83.44 | |
| Ada2IIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 83.38 | 83.49 | |
| Mi-CGAIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 82.86 | 82.64 | |
| MoMKEIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 82.11 | 81.79 | |
| MMINIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 78.92 | 78.45 | |
| RedCoreIMR configuration (rA, rL, rV)=(0.7, 0.3, 0.5)2026.03 | 74.37 | 72.71 |