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ResearchFormerly WizWand

Classification on PAMAP2 (F1 Score)

95.6F1 ScoreFlowPath
20.40839.92959.4578.971Nov 13, 2025
Updated 7mo ago

Evaluation results

MethodLinks
FlowPathSensor Dropout Rate=0%2025.1195.6
Neural CDESensor Dropout Rate=0%2025.1195
FlowPathSensor Dropout Rate=10%2025.1188.3
Neural CDESensor Dropout Rate=10%2025.1187.3
Trans-meanSensor Dropout Rate=0%2025.1185.1
TransformerSensor Dropout Rate=0%2025.1185
GRU-DSensor Dropout Rate=0%2025.1184.8
FlowPathSensor Dropout Rate=20%2025.1179.1
RaindropSensor Dropout Rate=10%2025.1178.6
mTANDSensor Dropout Rate=0%2025.1176.8
Neural CDESensor Dropout Rate=20%2025.1176.8
RaindropSensor Dropout Rate=0%2025.1176.6
RaindropSensor Dropout Rate=20%2025.1173.4
GRU-DSensor Dropout Rate=10%2025.1172
FlowPathSensor Dropout Rate=30%2025.1170
SeFTSensor Dropout Rate=0%2025.1168.5
GRU-DSensor Dropout Rate=20%2025.1167.2
Neural CDESensor Dropout Rate=30%2025.1167.1
Trans-meanSensor Dropout Rate=30%2025.1164.9
Trans-meanSensor Dropout Rate=10%2025.1162.7
RaindropSensor Dropout Rate=30%2025.1161.9
TransformerSensor Dropout Rate=20%2025.1161.8
FlowPathSensor Dropout Rate=40%2025.1159.6
GRU-DSensor Dropout Rate=30%2025.1159.3
RaindropSensor Dropout Rate=40%2025.1158.9
Neural CDESensor Dropout Rate=40%2025.1157.7
TransformerSensor Dropout Rate=10%2025.1156.9
mTANDSensor Dropout Rate=10%2025.1155.9
Trans-meanSensor Dropout Rate=20%2025.1155.3
Trans-meanSensor Dropout Rate=40%2025.1155.1
FlowPathSensor Dropout Rate=50%2025.1154.1
Neural CDESensor Dropout Rate=50%2025.1151.6
mTANDSensor Dropout Rate=20%2025.1149
TransformerSensor Dropout Rate=30%2025.1148.4
RaindropSensor Dropout Rate=50%2025.1147.6
GRU-DSensor Dropout Rate=40%2025.1147.5
GRU-DSensor Dropout Rate=50%2025.1147.5
Trans-meanSensor Dropout Rate=50%2025.1146.5
TransformerSensor Dropout Rate=50%2025.1141.9
TransformerSensor Dropout Rate=40%2025.1140.2
SeFTSensor Dropout Rate=10%2025.1139.9
mTANDSensor Dropout Rate=30%2025.1139.5
SeFTSensor Dropout Rate=20%2025.1133.3
mTANDSensor Dropout Rate=40%2025.1129.3
SeFTSensor Dropout Rate=30%2025.1128
mTANDSensor Dropout Rate=50%2025.1127.7
SeFTSensor Dropout Rate=50%2025.1123.5
SeFTSensor Dropout Rate=40%2025.1123.3