Multivariate Time Series Classification on AWR benchmark leaderboard · SOTA2 Research

Multivariate Time Series Classification on AWR

98.6Accuracy (%)CASE-NET

Evaluation Results

Method	Links
CASE-NET2026.05		98.6	98.49	0.985
Pathformer2026.05		98.43	98.41	0.981
DisMS-TS2026.05		98.27	98.23	0.976
Timemixer2026.05		97.53	97.54	0.972
PatchTST2026.05		97.47	97.45	0.965
DTP2026.05		94.87	94.82	0.946
MAGNN2026.05		93.33	93.36	0.93
LSTNet2026.05		91.73	91.33	0.914
TS-TCC2026.05		89.65	89.57	0.889