Time Series Classification on UCR FewShot (test)
84AccuracyMantis
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MantisMethod Type=Classification TSFM2026.05 | 84 | 27 | |
| MomentMethod Type=General TSFM (Downstream Classifier)2026.05 | 77.8 | 9 | |
| UniTok-FMMethod Type=General TSFM (In-context)2026.05 | 75.5 | 10 | |
| UniTSMethod Type=General TSFM (Downstream Classifier)2026.05 | 69.7 | 1 | |
| RDSTMethod Type=Statistical2026.05 | 67.3 | 0 | |
| KNNMethod Type=Statistical2026.05 | 67.2 | 5 | |
| TStreeMethod Type=Statistical2026.05 | 62.8 | 2 | |
| InceptionMethod Type=Supervised2026.05 | 49.1 | 6 | |
| LITEMethod Type=Supervised2026.05 | 47.2 | 3 | |
| FCNMethod Type=Supervised2026.05 | 35.7 | 0 |