Stress Recognition on StressID benchmark leaderboard · SOTA2 Research

Stress Recognition on StressID

98.89Sub-1 ScoreFine-Tuning

Evaluation Results

Method	Links
Fine-Tuning2025.08		98.89	100	99.53	98.15	99.22	97.57	96.02	99.38	99.56	100	98.83	—	—	—	—	—	—	—	—	—	—	—
SFDA-PFT2025.08		78.33	74.87	78.17	73.32	79.96	89	84.76	84.14	74.42	77.95	79.49	—	—	—	—	—	—	—	—	—	—	—
DSFDA2025.08		73.47	69.39	87.12	69.74	79.87	87.39	82.8	83.89	75.03	77.39	78.61	—	—	—	—	—	—	—	—	—	—	—
SFDA-IT2025.08		73.47	69.5	69.9	73.02	66.54	78.62	71.3	76.67	65.42	67.32	71.18	—	—	—	—	—	—	—	—	—	—	—
SFIT2025.08		70.41	68.85	69.67	71.92	67.48	77.43	70.76	75.21	65.98	61.19	69.89	—	—	—	—	—	—	—	—	—	—	—
NRC2025.08		69.03	52.25	31.83	35.29	59.67	42.5	59.28	41.25	65.42	54.2	51.07	—	—	—	—	—	—	—	—	—	—	—
SHOT2025.08		68.33	51.95	45.83	39.26	53.67	61.38	59.76	45.25	51.42	52.05	52.88	—	—	—	—	—	—	—	—	—	—	—
TPDS2025.08		65.56	54.98	64.22	58.22	54.67	63.11	69.28	59.33	50.11	51.98	59.17	—	—	—	—	—	—	—	—	—	—	—
Source model (no adaptation)2025.08		38.96	41.21	65.53	42.04	55.16	65.51	69.43	60.78	53.62	55.63	54.79	—	—	—	—	—	—	—	—	—	—	—
DSFDA2025.08		—	—	—	—	—	—	—	—	—	—	—	65.47	64.15	66.79	66.13	67.45	64.81	66.79	66.13	65.47	66.79	66
NRC2025.08		—	—	—	—	—	—	—	—	—	—	—	40.67	39.85	41.49	41.08	41.9	40.26	41.49	41.08	40.67	41.49	41
SFDA-IT2025.08		—	—	—	—	—	—	—	—	—	—	—	63.19	61.91	64.47	63.83	65.1	62.55	64.47	63.83	63.19	64.47	63.7
SFDA-PFT2025.08		—	—	—	—	—	—	—	—	—	—	—	69.36	67.96	70.76	70.06	71.46	68.66	70.76	70.06	69.36	70.76	69.92
SFIT2025.08		—	—	—	—	—	—	—	—	—	—	—	62	60.75	63.25	62.63	63.88	61.37	63.25	62.63	62	63.25	62.5
SHOT2025.08		—	—	—	—	—	—	—	—	—	—	—	42.66	41.79	43.52	43.09	43.95	42.22	43.52	43.09	42.66	43.52	43
Source model (no adaptation)2025.08		—	—	—	—	—	—	—	—	—	—	—	44.44	43.54	45.34	44.89	45.79	43.99	45.34	44.89	44.44	45.34	44.8
Supervised fine-tuning2025.08		—	—	—	—	—	—	—	—	—	—	—	96.72	94.76	98.67	97.7	99.65	95.74	98.67	97.7	96.72	98.67	97.5
TPDS2025.08		—	—	—	—	—	—	—	—	—	—	—	50.1	49.08	51.11	50.6	51.61	49.59	51.11	50.6	50.1	51.11	50.5