Our new X account is live! Follow @wizwand_team for updates

Multimodal Emotion Recognition in Conversation on IEMOCAP 6-class (test)

72.81Weighted F1 Score (WF1)

GraphSmile

Updated 4d ago

Evaluation Results

Method
GraphSmile 2024.07	72.81	63.09	83.16	71.07	71.38	79.66	66.84	72.77	-	-	-	-	-	-	-
M3Net 2024.07	71.07	60.93	78.84	70.14	68.06	77.11	67.42	70.92	-	-	-	-	-	-	-
Joyful 2024.07	71.03	60.94	84.42	68.24	69.95	73.54	67.55	70.55	-	-	-	-	-	-	-
UniMSE 2024.07	70.66	-	-	-	-	-	-	70.56	-	-	-	-	-	-	-
SACL-LSTM 2024.07	70.6	51.3	82.25	71.39	67.78	75.26	66.94	70.55	-	-	-	-	-	-	-
LSDGNN+ICL 2025.07	70.24	47.2	81.53	71	69.74	73.19	68.58	70.35	68.54	-	-	-	-	-	-
MetaDrop 2024.07	69.59	-	-	-	-	-	-	69.38	-	-	-	-	-	-	-
DER-GCN 2024.07	69.4	58.8	79.8	61.5	72.1	73.3	67.8	69.7	-	-	-	-	-	-	-
DER-GCN 2025.07	69.4	58.8	79.8	61.5	72.1	73.3	67.8	69.7	-	-	-	-	-	-	-
CBERL 2025.07	69.27	67.34	72.84	60.75	73.51	70.77	71.19	69.36	-	-	-	-	-	-	-
MultiDAG+CL 2025.07	69.08	45.26	81.4	69.53	70.33	71.61	66.94	69.11	-	-	-	-	-	-	-
MM-DFN 2024.07	68.83	43.36	83.23	70.03	70.19	73.11	64.01	69.44	-	-	-	-	-	-	-
DialogueCRN 2024.07	68.82	53.85	82.66	71.03	62.33	77.64	58.81	68.7	-	-	-	-	-	-	-
DCGCN 2024.07	68.31	-	-	-	-	-	-	-	-	-	-	-	-	-	-
LR-GCN 2025.07	68.3	55.5	79.1	63.8	69	74	68.9	68.5	-	-	-	-	-	-	-
EmoLR 2024.07	68.12	-	-	-	-	-	-	68.53	-	-	-	-	-	-	-
DAG-ERC 2025.07	68.03	47.59	79.83	69.36	66.67	66.79	68.66	67.53	-	-	-	-	-	-	-
COGMEN 2024.07	67.6	51.9	81.7	68.6	66	75.3	58.2	68.2	-	-	-	-	-	-	-
MMGCN 2024.07	66.81	47.1	81.91	66.44	63.51	76.17	59.06	67.1	-	-	-	-	-	-	-
MMGCN 2025.07	66.22	42.34	78.67	61.73	69	74.33	62.32	-	-	-	-	-	-	-	-
DialogueGCN 2025.07	64.18	42.75	84.54	63.54	64.19	63.08	66.99	65.25	-	-	-	-	-	-	-
ICON 2025.07	63.5	32.8	74.4	60.6	68.2	68.4	66.2	64	-	-	-	-	-	-	-
DialogueRNN 2025.07	62.75	33.18	78.8	59.21	65.28	71.86	58.91	63.4	-	-	-	-	-	-	-
BiDialogueRNN+Att 2018.11	62.75	25.69	75.1	58.59	64.71	80.27	61.15	63.4	-	33.18	78.8	59.21	65.28	71.86	58.91
DialogueRNN+Att 2018.11	61.51	28.47	65.31	62.5	67.65	70.9	61.68	61.8	-	36.61	72.4	57.21	65.71	68.61	60.8
BiDialogueRNN 2018.11	60.28	32.64	71.02	60.47	62.94	56.52	65.62	60.32	-	36.15	74.04	56.16	63.88	62.02	61.73
DialogueRNN 2018.11	59.89	31.25	66.12	63.02	61.76	61.54	59.58	59.33	-	33.83	69.83	57.76	62.5	64.45	59.46
DialogueRNN 2018.11	58.76	35.42	65.71	55.73	62.94	59.2	63.52	58.66	-	35.54	69.85	55.3	61.85	62.21	59.38
c-LSTM+att 2018.11	56.19	30.56	56.73	57.55	59.41	52.84	65.88	56.32	-	35.63	62.9	53	59.24	58.85	59.41
CMN 2018.11	56.13	25	55.92	52.86	61.76	55.52	71.13	56.56	-	30.38	62.41	52.39	59.83	60.25	60.69
memnet 2018.11	55.1	25.72	55.53	58.12	59.32	51.5	67.2	55.72	-	33.53	61.77	52.84	55.39	58.3	59
c-LSTM 2018.11	54.95	29.17	57.14	54.17	57.06	51.17	67.19	55.21	-	34.43	60.87	51.81	56.73	57.95	58.92
CNN 2018.11	48.18	27.77	57.14	34.33	61.17	46.15	62.99	48.92	-	29.86	53.83	40.14	52.44	50.09	55.75