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Multimodal Emotion Recognition on IEMOCAP 6-way

71.03F1 (Avg)

JOYFUL

Updated 4d ago

Evaluation Results

Method	Links
JOYFUL 2023.11		71.03	60.94	84.42	68.24	69.95	73.54	67.55	70.55
Lian et al. 2023.04		70.5	-	-	-	-	-	-	-
HCAM 2023.04		70.5	-	-	-	-	-	-	-
Mao et al. 2023.04		69.7	-	-	-	-	-	-	-
Li et al. 2023.04		69.3	-	-	-	-	-	-	-
COGMEN 2023.11		67.63	51.91	81.72	68.61	66.02	75.31	58.23	68.26
COGMEN 2022.05		67.6	51.9	81.7	68.6	66	75.3	58.2	68.2
Shen et al. 2023.04		65.9	-	-	-	-	-	-	-
HCAM 2023.04		65.7	-	-	-	-	-	-	-
COSMIC 2023.11		65.38	53.23	78.43	62.08	65.87	69.6	61.39	64.88
RGAT 2023.11		65.22	51.62	77.32	65.42	63.01	67.95	61.23	65.55
HCAM 2023.04		64.4	-	-	-	-	-	-	-
Ghosal et al. 2023.04		64.2	-	-	-	-	-	-	-
Af-CAN 2023.11		63.74	37.01	72.13	60.72	67.34	66.51	66.13	64.62
Af-CAN 2022.05		63.7	37	72.1	60.7	67.3	66.5	66.1	64.6
AGHMN 2023.11		63.54	52.1	73.3	58.4	61.91	69.72	62.31	63.58
ICON 2022.05		63.5	32.8	74.4	60.6	68.2	68.4	66.2	64
DiaRNN 2023.11		62.85	32.88	78.08	59.11	63.38	73.66	59.41	63.34
DialogueRNN 2022.05		62.8	32.8	78	59.1	63.3	73.6	59.4	63.3
Majumder et al. 2023.04		62.8	-	-	-	-	-	-	-
CAN 2022.05		62.4	31.8	71.9	60.4	66.7	68.5	66.1	63.2
CMN 2022.05		61.4	32.6	72.9	56.2	64.6	67.9	63.1	61.9
MFN 2022.05		59.9	34.1	70.5	52.1	66.8	62.1	62.5	60.1
memnet 2022.05		59.5	33	69.3	55	66.1	62.3	63	59.9
bc-LSTM 2022.05		59	35.6	69.2	53.5	66.3	61.1	62.4	59.8
TFN 2022.05		58.5	33.7	68.6	55.1	64.2	62.4	61.2	58.8
Mult 2023.11		58.1	48.23	76.54	52.38	60.04	54.71	57.51	58.04
FE2E 2023.11		57.69	44.82	64.98	56.09	62.12	61.02	57.14	58.3