Contextual Bandit on OpenML Suite (8 Datasets)
2,984.8Adult ScoreNeuralTS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| NeuralTS2026.05 | 2,984.8 | 5,014.8 | 4,977.6 | 7,662.6 | 2,031 | 1,711.8 | 412.4 | 429 | 6.375 | |
| LinearTS2026.05 | 1,785 | 3,457.8 | 3,649.2 | 489.2 | 2,083 | 493.8 | 351.4 | 639.6 | 4.75 | |
| LinearUCB2026.05 | 1,768.2 | 3,705.2 | 3,622.8 | 930.8 | 2,110 | 401.4 | 370.4 | 767.8 | 5.625 | |
| RFTS2026.05 | 1,614.4 | 3,601.8 | 2,666 | 2,119.4 | 1,577.8 | 69.6 | 292.6 | 176.6 | 3.5 | |
| XGBoostTS2026.05 | 1,560.2 | 3,535.2 | 2,113.2 | 1,215.4 | 1,579.2 | 81.4 | 306.2 | 182.6 | 3.5 | |
| BFTS2026.05 | 1,548.8 | 3,642 | 2,270.6 | 878.8 | 1,476.6 | 56 | 272 | 108.2 | 2.375 | |
| PFN-TS2026.05 | 1,499.2 | 3,441 | 625.6 | 350.8 | 998 | 37 | 295.6 | 681.4 | 1.875 |