Micro-Expression Recognition on IMER SLCV incremental learning stages (5 sessions) benchmark leaderboard · SOTA2 Research

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

49.6Session 1 AccuracyL2P

Evaluation Results

Method	Links
L2P2025.01		49.6	29.16	36.15	31.39	26.89	34.63	26.89	25.83	25.53
L2P2025.01		49.6	29.16	36.15	31.39	26.89	34.63	26.89	25.83	25.53
Finetune2025.01		48.79	36.29	34.91	28.35	23.53	34.38	23.53	25.14	24.76
Finetune2025.01		48.79	36.29	34.91	28.35	23.53	34.38	23.53	25.14	24.76
MR2025.01		48.52	42.12	45.19	39.72	40.39	43.19	40.39	34.6	33.87
Ours2025.01		48.52	42.12	45.19	39.72	40.39	43.19	40.39	34.6	33.87
MR2025.01		47.98	41.43	45.23	39.99	41.76	43.28	41.76	32.71	32.14
Ours2025.01		47.98	41.43	45.23	39.99	41.76	43.28	41.76	32.71	32.14
DER2025.01		47.85	20.1	40.15	35.45	32.53	35.22	32.53	24.84	23.41
DER2025.01		47.85	20.1	40.15	35.45	32.53	35.22	32.53	24.84	23.41
RanPAC2025.01		47.45	39.43	42.91	38.09	39.97	41.57	39.97	31.53	30.81
RanPAC2025.01		47.45	39.43	42.91	38.09	39.97	41.57	39.97	31.53	30.81
FOSTER2025.01		47.31	23.15	30.02	29.04	22.83	30.47	22.83	22.65	21.3
FOSTER2025.01		47.31	23.15	30.02	29.04	22.83	30.47	22.83	22.65	21.3
DualPrompt2025.01		46.64	31.77	39.06	32.6	29.26	35.87	29.26	25.96	25.64
DualPrompt2025.01		46.64	31.77	39.06	32.6	29.26	35.87	29.26	25.96	25.64
DER2025.01		44.09	16.45	36.35	35.82	33.52	33.24	33.52	21.36	18.93
DER2025.01		44.09	16.45	36.35	35.82	33.52	33.24	33.52	21.36	18.93
Finetune2025.01		43.28	32.03	32.25	27.7	23.98	31.85	23.98	21.21	20.44
Finetune2025.01		43.28	32.03	32.25	27.7	23.98	31.85	23.98	21.21	20.44
FOSTER2025.01		42.74	21.32	33.04	33.69	29.14	31.99	29.14	21.27	19.98
FOSTER2025.01		42.74	21.32	33.04	33.69	29.14	31.99	29.14	21.27	19.98
RanPAC2025.01		39.25	37.34	40.49	34.61	38.65	38.07	38.65	27.89	27.67
RanPAC2025.01		39.25	37.34	40.49	34.61	38.65	38.07	38.65	27.89	27.67
MR2025.01		38.98	35.25	33.73	31.62	34.17	34.75	34.17	23.94	23.5
Ours2025.01		38.98	35.25	33.73	31.62	34.17	34.75	34.17	23.94	23.5
Finetune2025.01		37.37	29.07	26.27	21.71	21.43	27.17	21.43	13.23	8.59
FOSTER2025.01		37.37	17.15	24.25	28.66	34.84	28.45	34.84	15.75	11.19
Finetune2025.01		37.37	29.07	26.27	21.71	21.43	27.17	21.43	13.23	8.59
FOSTER2025.01		37.37	17.15	24.25	28.66	34.84	28.45	34.84	15.75	11.19
DER2025.01		36.96	21.15	23.46	26.09	32.17	27.97	32.17	14.28	10.06
DER2025.01		36.96	21.15	23.46	26.09	32.17	27.97	32.17	14.28	10.06
RanPAC2025.01		34.01	29.77	33.78	30.76	33.55	32.37	33.55	21.06	20.35
RanPAC2025.01		34.01	29.77	33.78	30.76	33.55	32.37	33.55	21.06	20.35