Gesture Recognition on Ninapro DB7 benchmark leaderboard · SOTA2 Research

Gesture Recognition on Ninapro DB7

79.78AccuracyEMGFlow

Evaluation Results

Method	Links
EMGFlow2026.04		79.78	79.9	80.22
DDPM2026.04		79.77	79.84	80.22
DDIM2026.04		79.66	79.82	80.1
WGAN-GP2026.04		78.76	78.84	79.09
Mixup2026.04		78.75	78.83	79.14
Upsample2026.04		78.55	78.64	78.96
EMGFlow2026.04		78.26	78.49	78.68
PatchEMG2026.04		78.17	78.18	78.47
DDPM2026.04		77.73	77.86	78.16
DDIM2026.04		77.41	77.69	77.82
Replicate2026.04		77.08	77.14	77.37
Freq-Mix2026.04		76.82	76.98	77.23
STAug2026.04		76.51	76.53	76.77
Baseline2026.04		76.36	76.39	76.62
Freq-Mask2026.04		76.17	76.22	76.53
WGAN-GP2026.04		76.04	76.17	76.29
Mixup2026.04		75.66	75.68	75.92
Replicate2026.04		74.84	74.95	75.21
Freq-Mix2026.04		74.77	74.81	75.05
Upsample2026.04		74.6	74.63	74.94
Freq-Mask2026.04		74.42	74.51	74.7
Jitter&Scale2026.04		74.24	74.32	74.66
PatchEMG2026.04		73.78	73.93	74.2
STAug2026.04		73.59	73.54	73.85
Jitter&Scale2026.04		73.37	73.46	73.64
Baseline2026.04		73.05	73.08	73.38