Human Activity Recognition on USC-HAD source-target pairs benchmark leaderboard · SOTA2 Research

Human Activity Recognition on USC-HAD source-target pairs

62.81Transfer Accuracy (S01 -> S03)SIGHT

Evaluation Results

Method	Links
SIGHT2026.05		62.81	47.84	57.5	35.69	42.55	37.56	58.87	56.91	40.73	44.05	58.11	31.87	40.96	40.89	55.74	39.19
OATTA2026.05		61.03	47.51	56.14	40.9	42.46	37.44	56.08	53.7	40.3	48.99	57.94	34.05	40.7	40.45	54.32	37.26
RoTTA2026.05		60.54	45.1	53.28	39.91	40.7	35.54	54.55	52.41	38.68	46.81	55.32	32.86	39.83	39.92	52	34.77
Source-only2026.05		60.51	45.12	53.25	39.91	40.78	35.74	54.62	52.27	38.81	46.94	55.23	33	39.67	39.72	52.61	35.07
OFTTA2026.05		59.75	45.59	53.5	39.93	40.97	35.68	53.9	52.17	39.15	46.93	55.14	33.25	39.66	39.91	54.66	35.11
REM2026.05		57.57	43.53	52.5	40.84	38.13	34.91	53.34	49.66	36.44	47.3	52.59	29.59	38.91	38.75	50.93	33.48
TENT2026.05		57.52	43.49	52.5	40.93	38.43	34.96	53.47	49.75	36.41	47.45	52.86	29.68	39.16	38.78	50.78	33.72
NOTE2026.05		48.52	46.27	53.94	36.61	35.56	27.7	43.51	43.53	40.51	43.06	37.33	30.98	31.89	40.28	46.82	36.14
COA-HAR2026.05		33.26	36.02	42.32	38.02	31.79	21.4	27.01	27.01	32.45	30.25	35.65	25.84	31.3	34.26	30.59	20.97
TCA2026.05		28.04	27.08	32.73	20.59	23.41	25.18	32.62	33.54	23.82	21.77	31.77	20.34	27.77	31.46	30.4	15.71
ACCUP2026.05		27.99	17.29	25.52	24.63	24.08	16.09	20.37	18.2	22.59	18.78	25.78	15.73	23.79	24.82	21.05	14.54
SAR2026.05		13.23	11.55	14.55	13.75	12.23	13.24	10.68	12.54	11.02	9.36	10.52	9.12	12.43	8.86	11.22	10.41