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Emotion Recognition on SEED, SEED-IV, and SEED-V

57.4Transfer Accuracy (SEED → SEED-IV)

PAA-M

Updated 18d ago

Evaluation Results

Method
PAA-M 2026.03	57.4	58.9	60.77	54.07	68.83	53.42	58.9
PAA-C 2026.03	56.35	54.46	58.53	47.93	63.18	49.76	55.03
DMMR 2026.03	54.97	48.61	55.26	36.12	48.94	40.35	47.38
DAN 2026.03	54.62	52.33	49.69	44.56	45.03	43.44	48.45
PAA-L 2026.03	54.04	57.06	58.71	48.76	61.5	50.84	55.15
PAA-M 2026.03	53.5	55.97	67.92	54.69	68.75	54.38	59.2
PAA-C 2026.03	53.24	53.92	64.91	51.74	63.74	51.93	56.58
PR-PL 2026.03	52.86	54.05	56.93	46.97	59.39	49.66	53.31
KPCA 2026.03	51.57	50.73	56.79	39.51	44.51	37.17	46.88
PAA-L 2026.03	51.42	58.77	59.15	49.93	59.08	51.37	54.95
PR-PL 2026.03	51.08	52.71	58.53	47.57	55.53	49.44	52.48
CORAL 2026.03	50.08	43.53	42.82	36.77	42.83	38.52	42.43
BLFBA 2026.03	49.58	41.42	52.12	45.56	46.34	45.26	46.71
TS-TCC 2026.03	49.43	-	55.38	-	-	-	52.41
DMMR 2026.03	49.26	52.23	53.7	38.15	45.93	39.93	46.53
CORAL 2026.03	48.58	44.24	45.3	33.9	36.22	35.11	40.56
K-Means 2026.03	48.57	45.33	50.87	43.37	42.7	46.21	46.18
DDA 2026.03	48.28	46.01	56.26	47.29	44.26	41.22	47.22
GFK 2026.03	48.12	45.73	55.69	40.24	43.36	36.86	45
K-Means 2026.03	47.92	44.21	51.01	44.42	45.77	46.95	46.71
TCA 2026.03	47.46	48.9	48.37	33.98	51.59	36.57	44.48
RF 2026.03	47.04	46.09	55.64	44.19	41.94	37.6	45.42
SimCLR 2026.03	46.89	-	47.27	-	-	-	47.08
LeNet 2026.03	46.49	39.75	47.21	38.87	46.85	41.27	43.4
BLFBA 2026.03	46.24	40.95	52.17	34.79	44.52	37.12	42.63
KPCA 2026.03	46.2	47.08	53.21	34.4	37.12	31.88	41.65
GFK 2026.03	45.76	37.96	44.74	33.46	35.4	37.35	39.11
DANN 2026.03	45.6	48.04	51.18	39.5	49.6	46.89	46.8
DDA 2026.03	45.38	45.87	54.39	42.65	48.46	44.06	48.45
SA 2026.03	44.8	41.89	49	34.57	36.1	30.39	39.46
SA 2026.03	44.56	42.25	43.12	35.29	34.78	36.07	39.35
DAN 2026.03	44.53	45.91	48.92	42.95	44.46	46.61	45.56
DANN 2026.03	44.13	44.92	51.07	27.78	41.53	29.93	39.89
DDC 2026.03	43.34	43.66	52.61	42.82	39.4	42.74	44.1
RF 2026.03	43.26	44.06	48.36	39.99	44.07	31.9	41.94
SVM 2026.03	43.14	39.08	44.77	31.44	37.27	35.97	38.75
TCA 2026.03	43.12	43.25	45	33.46	43.69	38.51	41.17
SVM 2026.03	42.96	40.07	41.23	38.21	42.82	38.08	40.56
DCORAL 2026.03	42.67	54.84	41.85	46.42	62.16	47.14	49.18
DDC 2026.03	42.63	44.14	44.69	41.71	37.99	39.35	41.75
LeNet 2026.03	42.3	35.6	51.61	33.51	41.26	35.92	40.03
KNN 2026.03	41.94	43.24	40.92	38.99	34.92	36.15	39.36
DCORAL 2026.03	41.48	46.65	54.12	33.99	44.1	32.3	42.11
KNN 2026.03	41.35	36.34	35.09	26.02	30.63	35.63	34.18