Time series classification on Motor
61.75AccuracyS5 (ABCDEF)
Evaluation Results
| Method | Links | |
|---|---|---|
| S5 (ABCDEF)Architecture=S5, Configuration=ABCDEF, Supervision Strategy=L^final2026.05 | 61.75 | |
| Looped LrcSSM (ABABAB)Architecture=LrcSSM, Configuration=ABABAB, Supervision Strategy=L^final2026.05 | 60.71 | |
| Looped S5 (ABCABC)Architecture=S5, Configuration=ABCABC, Supervision Strategy=L^final2026.05 | 60.7 | |
| Looped LrcSSM (ABCABC)Architecture=LrcSSM, Configuration=ABCABC, Supervision Strategy=L^final2026.05 | 60.27 | |
| Looped S5 (AAAAAA)Architecture=S5, Configuration=AAAAAA, Supervision Strategy=L^final2026.05 | 60 | |
| Looped S5 (ABABAB)Architecture=S5, Configuration=ABABAB, Supervision Strategy=L^block2026.05 | 60 | |
| Looped S5 (ABCABC)Architecture=S5, Configuration=ABCABC, Supervision Strategy=L^block2026.05 | 60 | |
| Looped S5 (ABABAB)Architecture=S5, Configuration=ABABAB, Supervision Strategy=L^final2026.05 | 59.65 | |
| Looped S5 (AAAAAA)Architecture=S5, Configuration=AAAAAA, Supervision Strategy=L^block2026.05 | 58.6 | |
| LRU (ABCDEF)Architecture=LRU, Configuration=ABCDEF, Supervision Strategy=L^final2026.05 | 58.6 | |
| LrcSSMArchitecture=ABABAB, Supervision=L_block2026.05 | 58.21 | |
| LRUArchitecture=AAAAAA, Supervision=L_final2026.05 | 57.89 | |
| LrcSSMArchitecture=AAAAAA, Supervision=L_final2026.05 | 57.86 | |
| Looped LRU (ABCABC)Architecture=LRU, Configuration=ABCABC, Supervision Strategy=L^final2026.05 | 57.54 | |
| LrcSSMArchitecture=ABCDEF, Supervision=L_final2026.05 | 57.5 | |
| LrcSSM (ABCDEF)Architecture=LrcSSM, Configuration=ABCDEF, Supervision Strategy=L^final2026.05 | 57.14 | |
| Looped LRU (AAAAAA)Architecture=LRU, Configuration=AAAAAA, Supervision Strategy=L^block2026.05 | 56.84 | |
| LRUArchitecture=ABABAB, Supervision=L_final2026.05 | 56.84 | |
| LRUArchitecture=ABCABC, Supervision=L_final2026.05 | 56.49 | |
| LinOSSArchitecture=ABABAB, Supervision=L_final2026.05 | 56.49 | |
| LrcSSMArchitecture=ABABAB, Supervision=L_final2026.05 | 56.43 | |
| Looped LRU (ABABAB)Architecture=LRU, Configuration=ABABAB, Supervision Strategy=L^final2026.05 | 56.14 | |
| LRUArchitecture=ABCDEF, Supervision=L_final2026.05 | 56.14 | |
| LRUArchitecture=ABCABC, Supervision=L_block2026.05 | 56.14 | |
| Looped LrcSSM (AAAAAA)Architecture=LrcSSM, Configuration=AAAAAA, Supervision Strategy=L^final2026.05 | 56.07 | |
| Looped LRU (ABCABC)Architecture=LRU, Configuration=ABCABC, Supervision Strategy=L^block2026.05 | 55.79 | |
| S5Architecture=ABCABC, Supervision=L_final2026.05 | 55.79 | |
| LRUArchitecture=ABABAB, Supervision=L_block2026.05 | 55.79 | |
| Looped LrcSSM (AAAAAA)Architecture=LrcSSM, Configuration=AAAAAA, Supervision Strategy=L^block2026.05 | 55.71 | |
| Looped LrcSSM (ABCABC)Architecture=LrcSSM, Configuration=ABCABC, Supervision Strategy=L^block2026.05 | 55.71 | |
| LrcSSMArchitecture=ABCABC, Supervision=L_final2026.05 | 55.71 | |
| LrcSSMArchitecture=ABCABC, Supervision=L_block2026.05 | 55.71 | |
| Looped LinOSS (AAAAAA)Architecture=LinOSS, Configuration=AAAAAA, Supervision Strategy=L^final2026.05 | 55.44 | |
| Looped LinOSS (AAAAAA)Architecture=LinOSS, Configuration=AAAAAA, Supervision Strategy=L^block2026.05 | 55.44 | |
| Looped LinOSS (ABCABC)Architecture=LinOSS, Configuration=ABCABC, Supervision Strategy=L^final2026.05 | 55.09 | |
| S5Architecture=AAAAAA, Supervision=L_final2026.05 | 55.09 | |
| LinOSSArchitecture=ABCABC, Supervision=L_final2026.05 | 55.09 | |
| Looped LRU (ABABAB)Architecture=LRU, Configuration=ABABAB, Supervision Strategy=L^block2026.05 | 54.74 | |
| Looped LinOSS (ABCABC)Architecture=LinOSS, Configuration=ABCABC, Supervision Strategy=L^block2026.05 | 54.74 | |
| Looped LinOSS (ABABAB)Architecture=LinOSS, Configuration=ABABAB, Supervision Strategy=L^block2026.05 | 54.39 | |
| S5Architecture=ABCDEF, Supervision=L_final2026.05 | 54.39 | |
| S5Architecture=ABCABC, Supervision=L_block2026.05 | 54.39 | |
| S5Architecture=AAAAAA, Supervision=L_block2026.05 | 54.04 | |
| LinOSSArchitecture=ABABAB, Supervision=L_block2026.05 | 54.04 | |
| S5Architecture=ABABAB, Supervision=L_final2026.05 | 53.68 | |
| S5Architecture=ABABAB, Supervision=L_block2026.05 | 53.68 | |
| LrcSSMArchitecture=AAAAAA, Supervision=L_block2026.05 | 53.57 | |
| Looped LRU (AAAAAA)Architecture=LRU, Configuration=AAAAAA, Supervision Strategy=L^final2026.05 | 53.33 | |
| LinOSSArchitecture=ABCABC, Supervision=L_block2026.05 | 53.33 | |
| Looped LrcSSM (ABABAB)Architecture=LrcSSM, Configuration=ABABAB, Supervision Strategy=L^block2026.05 | 52.86 | |
| Looped LinOSS (ABABAB)Architecture=LinOSS, Configuration=ABABAB, Supervision Strategy=L^final2026.05 | 52.63 | |
| LinOSS (ABCDEF)Architecture=LinOSS, Configuration=ABCDEF, Supervision Strategy=L^final2026.05 | 52.28 | |
| LRUArchitecture=AAAAAA, Supervision=L_block2026.05 | 51.93 | |
| LinOSSArchitecture=AAAAAA, Supervision=L_final2026.05 | 51.93 | |
| LinOSSArchitecture=AAAAAA, Supervision=L_block2026.05 | 51.23 | |
| LinOSSArchitecture=ABCDEF, Supervision=L_final2026.05 | 49.12 |