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ResearchFormerly WizWand

Classification on EthanolConcentration

68.44AccuracyUCF
25.727236.816147.90558.9939Nov 7, 2024Feb 2, 2025May 1, 2025Jul 28, 2025Oct 23, 2025Jan 19, 2026Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
UCFFusion type=mean, Time=4.3 s2026.0468.44
UCFFusion type=barycenter, Time=2.6 min2026.0468.06
QUANTAggregation=ensemble, Time=13.2 s2026.0465.77
UCFFusion type=median, Time=4.5 s2026.0463.11
QUANTAggregation=concatenation, Time=14.9 s2026.0462.35
WEASEL+MUSETime=1.9 min2026.0453.23
Peri-midFormer2024.1150.6
Rocket2024.1145.2
TimesNet2024.1135.7
DTW_DTime=100.4 h2026.0434.22
GPT4TS2024.1134.2
Flowformer2024.1133.8
Transformer2024.1132.7
Non-stationary Transformer2024.1132.7
DLinear2024.1132.6
Reformer2024.1131.9
Autoformer2024.1131.6
FEDformer2024.1131.2
Pyraformer2024.1130.8
DTW_ITime=1.5 h2026.0430.79
TSLANet2024.1130.4
LightTS2024.1129.7
PatchTST2024.1129.6
TCN2024.1128.9
ETSformer2024.1128.1
TapNetTime=54.9 min2026.0427.37