Time Series Classification on fNIRS (test)
0.7169F1 ScoreASFormer
Evaluation Results
| Method | Links | |
|---|---|---|
| ASFormerr%=0%, Model Group=TAS2024.07 | 0.7169 | |
| MS-TCN2r%=0%, Model Group=TAS2024.07 | 0.7148 | |
| Con4mr%=0%, Model Group=TSC & NLL2024.07 | 0.7128 | |
| Con4mr%=20%, Model Group=TSC & NLL2024.07 | 0.7127 | |
| DiffActr%=0%, Model Group=TAS2024.07 | 0.7115 | |
| MS-TCN2r%=20%, Model Group=TAS2024.07 | 0.7099 | |
| ASFormerr%=20%, Model Group=TAS2024.07 | 0.7075 | |
| Scale-Tr%=0%, Model Group=TSC & NLL2024.07 | 0.704 | |
| SREAr%=0%, Model Group=TSC & NLL2024.07 | 0.701 | |
| Con4mr%=40%, Model Group=TSC & NLL2024.07 | 0.7004 | |
| DiffActr%=20%, Model Group=TAS2024.07 | 0.6972 | |
| SREAr%=20%, Model Group=TSC & NLL2024.07 | 0.6965 | |
| MS-TCN2r%=40%, Model Group=TAS2024.07 | 0.694 | |
| SREAr%=40%, Model Group=TSC & NLL2024.07 | 0.694 | |
| ASFormerr%=40%, Model Group=TAS2024.07 | 0.6918 | |
| Scale-Tr%=20%, Model Group=TSC & NLL2024.07 | 0.6806 | |
| TimesNetr%=0%, Model Group=TSC2024.07 | 0.6747 | |
| SIGUAr%=0%, Model Group=NLL2024.07 | 0.6737 | |
| Scale-Tr%=40%, Model Group=TSC & NLL2024.07 | 0.6651 | |
| DiffActr%=40%, Model Group=TAS2024.07 | 0.6545 | |
| TimesNetr%=20%, Model Group=TSC2024.07 | 0.6539 | |
| SIGUAr%=20%, Model Group=NLL2024.07 | 0.6524 | |
| Sel-CLr%=0%, Model Group=NLL2024.07 | 0.6386 | |
| SIGUAr%=40%, Model Group=NLL2024.07 | 0.6347 | |
| TimesNetr%=40%, Model Group=TSC2024.07 | 0.6345 | |
| Sel-CLr%=20%, Model Group=NLL2024.07 | 0.6245 | |
| Sel-CLr%=40%, Model Group=NLL2024.07 | 0.6175 | |
| MiniRocketr%=0%, Model Group=TSC2024.07 | 0.6128 | |
| UNICONr%=0%, Model Group=NLL2024.07 | 0.6115 | |
| UNICONr%=20%, Model Group=NLL2024.07 | 0.6045 | |
| MiniRocketr%=20%, Model Group=TSC2024.07 | 0.6041 | |
| MiniRocketr%=40%, Model Group=TSC2024.07 | 0.5787 | |
| UNICONr%=40%, Model Group=NLL2024.07 | 0.5735 | |
| PatchTSTr%=20%, Model Group=TSC2024.07 | 0.5538 | |
| PatchTSTr%=40%, Model Group=TSC2024.07 | 0.5267 | |
| PatchTSTr%=0%, Model Group=TSC2024.07 | 0.5179 |