Sensor-Based Human Activity Recognition on Daphnet benchmark leaderboard · SOTA2 Research

Sensor-Based Human Activity Recognition on Daphnet

85.12Macro F1 ScoreTCNet

Evaluation Results

Method	Links
TCNet2026.04		85.12	97.04
Pyraformer2026.04		80.34	96.23
RandomForest2026.04		76.9	96.1
Transformer2026.04		76.67	96.1
Informer2026.04		73.9	95.78
FEDformer2026.04		73.51	95.74
FiLM2026.04		72.64	95.02
Reformer2026.04		71.81	95.6
Crossformer2026.04		71.1	95.33
TimesNet2026.04		70.58	94.71
rTsfNet2026.04		70.51	95.65
iTransformer2026.04		68.09	95.15
LightTS2026.04		61.05	94.71
ICGNet2026.04		56.16	91.88
DeepConvLSTM2026.04		48.55	94.35
mobileHART2026.04		48.55	94.57
MchCnnGRU2026.04		48.55	94.35