Time Series Classification on HHAR-OOD
58.22AccuracyMantis
Evaluation Results
| Method | Links | |
|---|---|---|
| MantisFamily=TS Classification FMs2025.02 | 58.22 | |
| MantisV2Zero-shot=true2026.02 | 56.04 | |
| NuTimeFamily=TS Classification FMs2025.02 | 56 | |
| TabICLZero-shot=true2026.02 | 54.41 | |
| TabICLFamily=Tabular FMs2025.02 | 54.41 | |
| TabPFNZero-shot=true2026.02 | 53.11 | |
| TabPFNFamily=Tabular FMs2025.02 | 53.11 | |
| TiRexFamily=TS Forecasting FMs2025.02 | 51.35 | |
| NuTimeZero-shot=true2026.02 | 50.84 | |
| Mantis+Zero-shot=true2026.02 | 49.07 | |
| Catch22+Family=Stats2025.02 | 48.08 | |
| Chronos2Family=TS Forecasting FMs2025.02 | 41.74 | |
| Catch22+Zero-shot=true2026.02 | 40.85 | |
| TiConvNextFamily=Vision FMs2025.02 | 40.31 | |
| TiViT-HFamily=Vision FMs2025.02 | 37.48 | |
| Chronos2Zero-shot=true2026.02 | 36.91 | |
| TiRexZero-shot=true2026.02 | 33.38 | |
| MOMENTZero-shot=true2026.02 | 33.29 | |
| TiConvNextZero-shot=true2026.02 | 32.22 | |
| TiViT-HZero-shot=true2026.02 | 31.8 | |
| MOMENTFamily=TS Forecasting FMs2025.02 | 30.81 |