Human Activity Recognition on UCI-HAR 6-Classes (test) benchmark leaderboard · SOTA2 Research

Human Activity Recognition on UCI-HAR 6-Classes (test)

94.15AccuracyTeCh

Evaluation Results

Method	Links
TeCh2026.02		94.15	94.27	94.3	94.26	99.32	96.74	95.02
iTransformer2026.02		92.41	92.24	92.33	92.39	99.07	96.01	93.74
Nonformer2026.02		91.04	90.98	91.14	91.01	99.02	96.07	93.37
MTST2026.02		90.99	90.96	90.92	90.83	98.21	96.14	93.17
Medformer2026.02		89.62	89.7	89.8	89.62	98.11	94.8	91.61
Transformer2026.02		89.36	89.33	89.49	89.33	98.87	95.58	91.83
Reformer2026.02		88.7	88.82	88.82	88.59	98.68	94.6	91.53
Informer2026.02		88.33	88.28	88.47	88.2	98.36	94.2	89.81
PatchTST2026.02		87.67	88.37	87.97	88.02	98.5	93.86	90.56
FEDformer2026.02		76.89	75.66	77.56	75.03	95.16	83.28	80.37
Autoformer2026.02		41.86	49.62	44.3	32.69	83.72	58.56	51.79