Time Series Classification on UCR 32 (held-out)
68.6Mean AccuracyXGBoost
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XGBoosttrained_on_benchmark=true2025.10 | 68.6 | 66.2 | |
| Random Foresttrained_on_benchmark=true2025.10 | 61 | 63.9 | |
| COUNTStrained_on_benchmark=true2025.10 | 60.1 | 58.9 | |
| COUNTS (Pre-RL)trained_on_benchmark=true2025.10 | 53.5 | 53.7 | |
| ChatTimetrained_on_benchmark=false2025.10 | 45.4 | 44.2 | |
| Logistic Regressiontrained_on_benchmark=true2025.10 | 45.2 | 48.1 | |
| o4-minitrained_on_benchmark=false2025.10 | 44.8 | 45.7 | |
| ChatTstrained_on_benchmark=false2025.10 | 41.1 | 41.3 | |
| Gemini 2.5 Protrained_on_benchmark=false2025.10 | 40.9 | 42.7 |