Facial Expression Recognition on BAH 214 source subjects (10 target subjects) benchmark leaderboard · SOTA2 Research

Facial Expression Recognition on BAH 214 source subjects (10 target subjects)

96.2Accuracy (Sub-1)Supervised fine-tuning

Evaluation Results

Method	Links
Supervised fine-tuning2025.08		96.2	92.81	95.7	94.25	96.53	93.91	95.14	94.72	92.53	97.01	94.88
SFDA-PFT2025.08		61.52	55.1	60.42	53.81	59.73	56.05	61.91	54.25	62.84	54.7	57.4
SFIT2025.08		56.83	50.91	54.72	52.1	57.54	49.82	55.91	51.23	58.12	51.4	52.9
DSFDA2025.08		49.1	44.7	47.51	42.92	50.23	45.3	46.7	47.9	41.82	49.84	46.1
NRC2025.08		48.72	42.3	46	44.1	41.81	47.58	43.71	44.65	47.93	44.12	45
SFDA-IT2025.08		48.5	55.71	50.81	53.95	47.21	54.12	49.03	52.64	50.32	56	51.8
TPDS2025.08		41.22	46.3	44.01	42.54	47.82	40.95	45.53	43.29	47.18	42.23	44.2
SHOT2025.08		40.53	47.91	42.14	46.2	39.81	48.52	41.02	45.7	44.23	45.13	44.1
Source model (no adaptation)2025.08		11.2	17.84	12.6	18.5	14.1	16.92	10.3	13.4	16	15.31	14.62