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Multimodal Emotion Recognition on CMU-MOSEI (test)

54.5ACC7

Atsuko

Updated 1mo ago

Evaluation Results

Method
Atsuko 2026.03	54.5	85.7	85.6	0.53	-
Atsuko 2026.03	54.4	85.6	85.7	0.53	-
EMOE 2026.03	54.1	85.3	85.3	0.536	-
EMOE 2026.03	53.9	85.5	85.5	0.53	-
Self-MM 2026.03	53.2	84.5	84.3	0.54	-
MulT 2026.03	53.2	84	84	0.556	-
DMD 2026.03	53.1	84.7	84.7	0.536	-
Self-MM 2026.03	52.9	85.3	84.8	0.535	-
MMIM 2026.03	52.6	81.5	81.3	0.578	-
DMD 2026.03	52.4	84.8	84.7	0.546	-
LMF 2026.03	52.3	84.7	84.5	0.564	-
MulT 2026.03	52.3	82.7	82.8	0.572	-
MISA 2026.03	52.3	85.3	85.1	0.543	-
LF-DNN 2026.03	52.3	83.7	83.2	0.561	-
LMF 2026.03	51.9	83.8	83.9	0.565	-
Graph-MFN 2026.03	51.8	84.2	84.2	0.568	-
LF-DNN 2026.03	51.7	83.5	83.1	0.568	-
Graph-MFN 2026.03	51.6	84.6	84.5	0.553	-
MFN 2026.03	51.3	83.2	83.3	0.567	-
MISA 2026.03	51	84.8	84.8	0.557	-
TFN 2026.03	50.9	80.4	80.7	0.574	-
MFN 2026.03	50.8	84	84	0.574	-
TFN 2026.03	50.2	84.2	84	0.573	-
MMIM 2026.03	50.1	83.6	83.5	0.58	-
EF-LSTM 2026.03	47.4	78.2	77.9	0.62	-
EF-LSTM 2026.03	46.3	76.1	75.9	0.594	-
DHMD 2026.02	0.553	0.871	0.87	0.527	0.786
DHMD 2026.02	0.553	0.871	0.87	0.53	0.776
AcFormer 2026.02	0.547	0.865	0.858	0.531	0.786
DMD 2026.02	0.545	0.866	0.866	0.537	0.773
CRIL 2026.02	0.543	0.866	0.865	0.525	0.775
FDMER 2026.02	0.541	0.861	0.858	0.536	0.773
EMOE 2026.02	0.541	0.853	0.853	0.536	-
DMD 2026.02	0.54	0.855	0.855	0.556	0.748
TCTR 2026.02	0.539	0.858	0.858	0.532	0.766
DLF 2026.02	0.539	0.854	0.853	0.536	0.764
EMOE 2026.02	0.539	0.855	0.855	0.53	-
IMDer 2026.02	0.534	0.851	0.851	0.542	0.753
IMDer 2026.02	0.53	0.847	0.847	0.582	0.726
PMR 2026.02	0.525	0.833	0.826	-	-
MICA 2026.02	0.524	0.837	0.833	-	-
DEVA 2026.02	0.523	0.861	0.862	0.541	0.769
MISA 2026.02	0.522	0.855	0.853	0.555	0.756
MulT 2026.02	0.518	0.825	0.823	0.58	0.703
PMR 2026.02	0.518	0.831	0.828	-	-
GCNet 2026.02	0.515	0.852	0.851	-	-
MulT 2026.02	0.507	0.816	0.816	0.591	0.694
RAVEN 2026.02	0.5	0.791	0.795	0.614	0.662
MCTN 2026.02	0.496	0.798	0.806	0.609	0.67
LF-LSTM 2026.02	0.488	0.806	0.806	0.619	0.659
LF-LSTM 2026.02	0.488	0.775	0.782	0.624	0.656
MCTN 2026.02	0.482	0.793	0.797	0.631	0.645
EF-LSTM 2026.02	0.474	0.782	0.779	0.642	0.616
EF-LSTM 2026.02	0.463	0.761	0.759	0.68	0.585
RAVEN 2026.02	0.455	0.754	0.757	0.664	0.599
Graph-MFN 2026.02	0.45	0.769	0.77	0.71	0.54