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ResearchFormerly WizWand

Time series classification on Motor

61.75AccuracyS5 (ABCDEF)
48.614852.024955.43558.8451May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
S5 (ABCDEF)Architecture=S5, Configuration=ABCDEF, Supervision Strategy=L^final2026.0561.75
Looped LrcSSM (ABABAB)Architecture=LrcSSM, Configuration=ABABAB, Supervision Strategy=L^final2026.0560.71
Looped S5 (ABCABC)Architecture=S5, Configuration=ABCABC, Supervision Strategy=L^final2026.0560.7
Looped LrcSSM (ABCABC)Architecture=LrcSSM, Configuration=ABCABC, Supervision Strategy=L^final2026.0560.27
Looped S5 (AAAAAA)Architecture=S5, Configuration=AAAAAA, Supervision Strategy=L^final2026.0560
Looped S5 (ABABAB)Architecture=S5, Configuration=ABABAB, Supervision Strategy=L^block2026.0560
Looped S5 (ABCABC)Architecture=S5, Configuration=ABCABC, Supervision Strategy=L^block2026.0560
Looped S5 (ABABAB)Architecture=S5, Configuration=ABABAB, Supervision Strategy=L^final2026.0559.65
Looped S5 (AAAAAA)Architecture=S5, Configuration=AAAAAA, Supervision Strategy=L^block2026.0558.6
LRU (ABCDEF)Architecture=LRU, Configuration=ABCDEF, Supervision Strategy=L^final2026.0558.6
LrcSSMArchitecture=ABABAB, Supervision=L_block2026.0558.21
LRUArchitecture=AAAAAA, Supervision=L_final2026.0557.89
LrcSSMArchitecture=AAAAAA, Supervision=L_final2026.0557.86
Looped LRU (ABCABC)Architecture=LRU, Configuration=ABCABC, Supervision Strategy=L^final2026.0557.54
LrcSSMArchitecture=ABCDEF, Supervision=L_final2026.0557.5
LrcSSM (ABCDEF)Architecture=LrcSSM, Configuration=ABCDEF, Supervision Strategy=L^final2026.0557.14
Looped LRU (AAAAAA)Architecture=LRU, Configuration=AAAAAA, Supervision Strategy=L^block2026.0556.84
LRUArchitecture=ABABAB, Supervision=L_final2026.0556.84
LRUArchitecture=ABCABC, Supervision=L_final2026.0556.49
LinOSSArchitecture=ABABAB, Supervision=L_final2026.0556.49
LrcSSMArchitecture=ABABAB, Supervision=L_final2026.0556.43
Looped LRU (ABABAB)Architecture=LRU, Configuration=ABABAB, Supervision Strategy=L^final2026.0556.14
LRUArchitecture=ABCDEF, Supervision=L_final2026.0556.14
LRUArchitecture=ABCABC, Supervision=L_block2026.0556.14
Looped LrcSSM (AAAAAA)Architecture=LrcSSM, Configuration=AAAAAA, Supervision Strategy=L^final2026.0556.07
Looped LRU (ABCABC)Architecture=LRU, Configuration=ABCABC, Supervision Strategy=L^block2026.0555.79
S5Architecture=ABCABC, Supervision=L_final2026.0555.79
LRUArchitecture=ABABAB, Supervision=L_block2026.0555.79
Looped LrcSSM (AAAAAA)Architecture=LrcSSM, Configuration=AAAAAA, Supervision Strategy=L^block2026.0555.71
Looped LrcSSM (ABCABC)Architecture=LrcSSM, Configuration=ABCABC, Supervision Strategy=L^block2026.0555.71
LrcSSMArchitecture=ABCABC, Supervision=L_final2026.0555.71
LrcSSMArchitecture=ABCABC, Supervision=L_block2026.0555.71
Looped LinOSS (AAAAAA)Architecture=LinOSS, Configuration=AAAAAA, Supervision Strategy=L^final2026.0555.44
Looped LinOSS (AAAAAA)Architecture=LinOSS, Configuration=AAAAAA, Supervision Strategy=L^block2026.0555.44
Looped LinOSS (ABCABC)Architecture=LinOSS, Configuration=ABCABC, Supervision Strategy=L^final2026.0555.09
S5Architecture=AAAAAA, Supervision=L_final2026.0555.09
LinOSSArchitecture=ABCABC, Supervision=L_final2026.0555.09
Looped LRU (ABABAB)Architecture=LRU, Configuration=ABABAB, Supervision Strategy=L^block2026.0554.74
Looped LinOSS (ABCABC)Architecture=LinOSS, Configuration=ABCABC, Supervision Strategy=L^block2026.0554.74
Looped LinOSS (ABABAB)Architecture=LinOSS, Configuration=ABABAB, Supervision Strategy=L^block2026.0554.39
S5Architecture=ABCDEF, Supervision=L_final2026.0554.39
S5Architecture=ABCABC, Supervision=L_block2026.0554.39
S5Architecture=AAAAAA, Supervision=L_block2026.0554.04
LinOSSArchitecture=ABABAB, Supervision=L_block2026.0554.04
S5Architecture=ABABAB, Supervision=L_final2026.0553.68
S5Architecture=ABABAB, Supervision=L_block2026.0553.68
LrcSSMArchitecture=AAAAAA, Supervision=L_block2026.0553.57
Looped LRU (AAAAAA)Architecture=LRU, Configuration=AAAAAA, Supervision Strategy=L^final2026.0553.33
LinOSSArchitecture=ABCABC, Supervision=L_block2026.0553.33
Looped LrcSSM (ABABAB)Architecture=LrcSSM, Configuration=ABABAB, Supervision Strategy=L^block2026.0552.86
Looped LinOSS (ABABAB)Architecture=LinOSS, Configuration=ABABAB, Supervision Strategy=L^final2026.0552.63
LinOSS (ABCDEF)Architecture=LinOSS, Configuration=ABCDEF, Supervision Strategy=L^final2026.0552.28
LRUArchitecture=AAAAAA, Supervision=L_block2026.0551.93
LinOSSArchitecture=AAAAAA, Supervision=L_final2026.0551.93
LinOSSArchitecture=AAAAAA, Supervision=L_block2026.0551.23
LinOSSArchitecture=ABCDEF, Supervision=L_final2026.0549.12