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Time Series Classification on fNIRS (test)

0.7169F1 Score

ASFormer

Updated 4d ago

Evaluation Results

Method	Links
ASFormer 2024.07		0.7169
MS-TCN2 2024.07		0.7148
Con4m 2024.07		0.7128
Con4m 2024.07		0.7127
DiffAct 2024.07		0.7115
MS-TCN2 2024.07		0.7099
ASFormer 2024.07		0.7075
Scale-T 2024.07		0.704
SREA 2024.07		0.701
Con4m 2024.07		0.7004
DiffAct 2024.07		0.6972
SREA 2024.07		0.6965
MS-TCN2 2024.07		0.694
SREA 2024.07		0.694
ASFormer 2024.07		0.6918
Scale-T 2024.07		0.6806
TimesNet 2024.07		0.6747
SIGUA 2024.07		0.6737
Scale-T 2024.07		0.6651
DiffAct 2024.07		0.6545
TimesNet 2024.07		0.6539
SIGUA 2024.07		0.6524
Sel-CL 2024.07		0.6386
SIGUA 2024.07		0.6347
TimesNet 2024.07		0.6345
Sel-CL 2024.07		0.6245
Sel-CL 2024.07		0.6175
MiniRocket 2024.07		0.6128
UNICON 2024.07		0.6115
UNICON 2024.07		0.6045
MiniRocket 2024.07		0.6041
MiniRocket 2024.07		0.5787
UNICON 2024.07		0.5735
PatchTST 2024.07		0.5538
PatchTST 2024.07		0.5267
PatchTST 2024.07		0.5179