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Hand Gesture Classification on Ninapro DB4 (Macro Metrics)

71.29Accuracy

EMGFlow

Updated 3d ago

Evaluation Results

Method	Links
EMGFlow 2026.04		71.29	71.86	72.2
DDIM 2026.04		71.27	71.87	72.19
DDPM 2026.04		70.96	71.45	71.94
EMGFlow 2026.04		70.44	71.1	71.31
Mixup 2026.04		70.33	70.95	71.26
PatchEMG 2026.04		70.17	70.68	71.09
DDIM 2026.04		70.1	70.85	70.92
WGAN-GP 2026.04		69.94	70.4	70.82
DDPM 2026.04		69.94	70.55	70.85
Upsample 2026.04		69.02	69.47	69.86
Baseline 2026.04		68.72	69.17	69.54
Replicate 2026.04		68.5	69.02	69.4
Mixup 2026.04		68.24	68.93	69.15
Freq-Mix 2026.04		68.11	68.73	69.03
Freq-Mask 2026.04		67.52	67.98	68.26
WGAN-GP 2026.04		67.11	67.74	68.08
STAug 2026.04		67.06	67.63	67.98
Freq-Mask 2026.04		66.89	67.39	67.82
PatchEMG 2026.04		66.72	67.24	67.64
Replicate 2026.04		66.38	67.05	67.36
Freq-Mix 2026.04		66.06	66.8	67.02
Jitter&Scale 2026.04		65.43	66.08	66.35
Jitter&Scale 2026.04		65.35	65.94	66.26
Upsample 2026.04		65.17	65.79	66.15
STAug 2026.04		65.03	65.68	66.05
Baseline 2026.04		64.74	65.39	65.65