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Multimodal Sentiment Analysis on CMU-MOSEI (0.3, 0.5, 0.7) (test)

84.76AccuracyMMGCN
74.484877.152479.8282.4876Mar 20, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MMGCNIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0384.7684.6
MMGCN+BALMIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0384.5484.34
MMDFN+BALMIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0384.3484.14
MMDFNIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0384.1883.92
Ada2IIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0383.8283.57
SDR-GNNIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0383.3583.03
GCNet+BALMIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0383.2783.24
GCNetIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0382.6482.78
Mi-CGAIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0382.5582.37
Ada2IIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0382.4282.28
MMDFNIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0382.1781.76
MoMKEIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0382.1781.86
MMDFN+BALMIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0382.0681.73
MMGCN+BALMIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0382.0381.74
GCNet+BALMIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0381.5481.4
GCNetIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0381.4381.07
Mi-CGAIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0381.0480.97
MMGCNIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0380.8280.2
SDR-GNNIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0380.1380.14
MMINIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0379.7279.69
MoMKEIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0378.4378.39
MMINIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0375.8775.52
RedCoreIMR configuration (rA, rL, rV)=(0.5, 0.3, 0.7)2026.0375.0572.82
RedCoreIMR configuration (rA, rL, rV)=(0.3, 0.5, 0.7)2026.0374.8872.89