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Micro-Expression Recognition on IMER SLCV incremental learning stages (5 sessions)

49.6Session 1 Accuracy

L2P

Updated 2mo ago

Evaluation Results

Method
L2P 2025.01	49.6	29.16	36.15	31.39	26.89	34.63	26.89	25.83	25.53
L2P 2025.01	49.6	29.16	36.15	31.39	26.89	34.63	26.89	25.83	25.53
Finetune 2025.01	48.79	36.29	34.91	28.35	23.53	34.38	23.53	25.14	24.76
Finetune 2025.01	48.79	36.29	34.91	28.35	23.53	34.38	23.53	25.14	24.76
MR 2025.01	48.52	42.12	45.19	39.72	40.39	43.19	40.39	34.6	33.87
Ours 2025.01	48.52	42.12	45.19	39.72	40.39	43.19	40.39	34.6	33.87
MR 2025.01	47.98	41.43	45.23	39.99	41.76	43.28	41.76	32.71	32.14
Ours 2025.01	47.98	41.43	45.23	39.99	41.76	43.28	41.76	32.71	32.14
DER 2025.01	47.85	20.1	40.15	35.45	32.53	35.22	32.53	24.84	23.41
DER 2025.01	47.85	20.1	40.15	35.45	32.53	35.22	32.53	24.84	23.41
RanPAC 2025.01	47.45	39.43	42.91	38.09	39.97	41.57	39.97	31.53	30.81
RanPAC 2025.01	47.45	39.43	42.91	38.09	39.97	41.57	39.97	31.53	30.81
FOSTER 2025.01	47.31	23.15	30.02	29.04	22.83	30.47	22.83	22.65	21.3
FOSTER 2025.01	47.31	23.15	30.02	29.04	22.83	30.47	22.83	22.65	21.3
DualPrompt 2025.01	46.64	31.77	39.06	32.6	29.26	35.87	29.26	25.96	25.64
DualPrompt 2025.01	46.64	31.77	39.06	32.6	29.26	35.87	29.26	25.96	25.64
DER 2025.01	44.09	16.45	36.35	35.82	33.52	33.24	33.52	21.36	18.93
DER 2025.01	44.09	16.45	36.35	35.82	33.52	33.24	33.52	21.36	18.93
Finetune 2025.01	43.28	32.03	32.25	27.7	23.98	31.85	23.98	21.21	20.44
Finetune 2025.01	43.28	32.03	32.25	27.7	23.98	31.85	23.98	21.21	20.44
FOSTER 2025.01	42.74	21.32	33.04	33.69	29.14	31.99	29.14	21.27	19.98
FOSTER 2025.01	42.74	21.32	33.04	33.69	29.14	31.99	29.14	21.27	19.98
RanPAC 2025.01	39.25	37.34	40.49	34.61	38.65	38.07	38.65	27.89	27.67
RanPAC 2025.01	39.25	37.34	40.49	34.61	38.65	38.07	38.65	27.89	27.67
MR 2025.01	38.98	35.25	33.73	31.62	34.17	34.75	34.17	23.94	23.5
Ours 2025.01	38.98	35.25	33.73	31.62	34.17	34.75	34.17	23.94	23.5
Finetune 2025.01	37.37	29.07	26.27	21.71	21.43	27.17	21.43	13.23	8.59
FOSTER 2025.01	37.37	17.15	24.25	28.66	34.84	28.45	34.84	15.75	11.19
Finetune 2025.01	37.37	29.07	26.27	21.71	21.43	27.17	21.43	13.23	8.59
FOSTER 2025.01	37.37	17.15	24.25	28.66	34.84	28.45	34.84	15.75	11.19
DER 2025.01	36.96	21.15	23.46	26.09	32.17	27.97	32.17	14.28	10.06
DER 2025.01	36.96	21.15	23.46	26.09	32.17	27.97	32.17	14.28	10.06
RanPAC 2025.01	34.01	29.77	33.78	30.76	33.55	32.37	33.55	21.06	20.35
RanPAC 2025.01	34.01	29.77	33.78	30.76	33.55	32.37	33.55	21.06	20.35