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ResearchFormerly WizWand

Time Series Classification on fNIRS (test)

0.7169F1 ScoreASFormer
0.509940.563670.61740.67113Jul 31, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ASFormerr%=0%, Model Group=TAS2024.070.7169
MS-TCN2r%=0%, Model Group=TAS2024.070.7148
Con4mr%=0%, Model Group=TSC & NLL2024.070.7128
Con4mr%=20%, Model Group=TSC & NLL2024.070.7127
DiffActr%=0%, Model Group=TAS2024.070.7115
MS-TCN2r%=20%, Model Group=TAS2024.070.7099
ASFormerr%=20%, Model Group=TAS2024.070.7075
Scale-Tr%=0%, Model Group=TSC & NLL2024.070.704
SREAr%=0%, Model Group=TSC & NLL2024.070.701
Con4mr%=40%, Model Group=TSC & NLL2024.070.7004
DiffActr%=20%, Model Group=TAS2024.070.6972
SREAr%=20%, Model Group=TSC & NLL2024.070.6965
MS-TCN2r%=40%, Model Group=TAS2024.070.694
SREAr%=40%, Model Group=TSC & NLL2024.070.694
ASFormerr%=40%, Model Group=TAS2024.070.6918
Scale-Tr%=20%, Model Group=TSC & NLL2024.070.6806
TimesNetr%=0%, Model Group=TSC2024.070.6747
SIGUAr%=0%, Model Group=NLL2024.070.6737
Scale-Tr%=40%, Model Group=TSC & NLL2024.070.6651
DiffActr%=40%, Model Group=TAS2024.070.6545
TimesNetr%=20%, Model Group=TSC2024.070.6539
SIGUAr%=20%, Model Group=NLL2024.070.6524
Sel-CLr%=0%, Model Group=NLL2024.070.6386
SIGUAr%=40%, Model Group=NLL2024.070.6347
TimesNetr%=40%, Model Group=TSC2024.070.6345
Sel-CLr%=20%, Model Group=NLL2024.070.6245
Sel-CLr%=40%, Model Group=NLL2024.070.6175
MiniRocketr%=0%, Model Group=TSC2024.070.6128
UNICONr%=0%, Model Group=NLL2024.070.6115
UNICONr%=20%, Model Group=NLL2024.070.6045
MiniRocketr%=20%, Model Group=TSC2024.070.6041
MiniRocketr%=40%, Model Group=TSC2024.070.5787
UNICONr%=40%, Model Group=NLL2024.070.5735
PatchTSTr%=20%, Model Group=TSC2024.070.5538
PatchTSTr%=40%, Model Group=TSC2024.070.5267
PatchTSTr%=0%, Model Group=TSC2024.070.5179