Activity Recognition on GRABMyo benchmark leaderboard · SOTA2 Research

Activity Recognition on GRABMyo

92.25Accuracy (Single-finger)LLM-sEMG

Evaluation Results

Method	Links
LLM-sEMG2026.05		92.25	0.02	94.5	0.01	95.19	0.01	96.82	0.01	95.14	0.01
STET2026.05		88.27	0.01	89.93	0.02	93.77	0.01	95.33	0.01	90.76	0.01
LST-EMG-Net2026.05		87.21	0.01	83.16	0.01	88.36	0.02	82.52	0.02	85.31	0.02
Informer2026.05		86.88	0.02	86.54	0.02	91.9	0.01	83.56	0.02	87.71	0.02
JASNN2026.05		85.55	0.01	86.62	0.01	87.82	0.01	86.55	0.01	86.05	0.01
GRU2026.05		84.45	0.02	84.88	0.01	90.06	0.01	89.42	0.02	86.3	0.02
Asif2026.05		83.44	0.02	83.58	0.01	89.4	0.01	90.86	0.01	85.34	0.01
BeyondVision2026.05		81.73	0.02	85.92	0.02	87.48	0.02	87.79	0.02	85.82	0.02
TCN2026.05		78.78	0.02	79.1	0.02	87.27	0.01	88.57	0.02	81.5	0.02
Zerveas2026.05		78.45	0.02	77.2	0.02	87.28	0.02	86.76	0.02	80.43	0.02
TEMGNet2026.05		77.7	0.02	74	0.03	84.04	0.02	87.46	0.01	78.02	0.02