Facial Expression Recognition on Aff-Wild2 (10 target subjects) benchmark leaderboard · SOTA2 Research

Facial Expression Recognition on Aff-Wild2 (10 target subjects)

98.9Accuracy (Subject 1)Fine-tune

Evaluation Results

Method	Links
Fine-tune2025.08		98.9	98.71	98.03	98.37	94.66	83.33	99.87	81.48	94.54	97.88	94.58
Supervised fine-tuning2025.08		91.93	92.83	93.73	93.23	94.23	93.73	94.63	95.53	93.23	94.23	93.73
SFDA-PFT2025.08		60.83	59.47	58.26	61.72	57.39	60.91	56.18	59.64	61.05	56.75	59.2
SFDA-IT2025.08		59.63	57.88	54.42	58.07	53.61	55.94	50.83	55.76	58.23	56.83	56.12
SFIT2025.08		58.42	56.37	54.79	57.61	55.03	52.98	56.85	57.12	49.56	50.57	55.93
DSFDA2025.08		58.31	56.78	57.96	59.24	55.63	58.09	56.41	57.18	57.82	56.18	57.42
SFDA-PFT2025.08		52.66	53.56	54.46	53.96	54.96	54.46	55.36	56.26	53.96	54.96	54.46
SFDA-IT2025.08		49.3	50.2	51.1	50.6	51.6	51.1	52	52.9	50.6	51.6	51.1
SFIT2025.08		48.43	49.33	50.23	49.73	50.73	50.23	51.13	52.03	49.73	50.73	50.23
TPDS2025.08		47.62	44.18	43.75	46.03	42.87	41.59	44.22	41.07	49.08	50.49	45.09
SHOT2025.08		45	41.67	40.42	43.91	39.88	41.34	42.18	39	49.16	50.84	42.34
NRC2025.08		43.77	42.31	40.98	44.26	41.83	40.61	42.12	43.29	49.12	50.71	42.9
DSFDA2025.08		37.26	38.16	39.06	38.56	39.56	39.06	39.96	40.86	38.56	39.56	39.06
TPDS2025.08		36.69	37.59	38.49	37.99	38.99	38.49	39.39	40.29	37.99	38.99	38.49
NRC2025.08		34.24	35.14	36.04	35.54	36.54	36.04	36.94	37.84	35.54	36.54	36.04
SHOT2025.08		33.77	34.67	35.57	35.07	36.07	35.57	36.47	37.37	35.07	36.07	35.57
Source model2025.08		24.5	23.97	21.94	30.17	32.41	40.63	16.92	37.67	18.77	19.98	26.7
Source model (no adaptation)2025.08		18.7	19.6	20.5	20	21	20.5	21.4	22.3	20	21	20.5