Contextual Bandit on MagicTelescope OpenML
1,488.2Final Cumulative RegretBFTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BFTSContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,488.2 | 36.8 | 1.89 | |
| BFTSEvaluation Source=Current Paper Reproduction2026.02 | 1,488.2 | 36.8 | — | |
| XGBoostTSContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,588.5 | 24.4 | 2.33 | |
| XGBoostTSEvaluation Source=Current Paper Reproduction2026.02 | 1,588.5 | 24.4 | — | |
| RFTSContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 1,595.3 | 50.3 | 3.11 | |
| RFTSEvaluation Source=Current Paper Reproduction2026.02 | 1,595.3 | 50.3 | — | |
| NeuralTSContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,005.2 | 64 | 5 | |
| NeuralTSEvaluation Source=Current Paper Reproduction2026.02 | 2,005.2 | 64 | — | |
| NeuralTSEvaluation Source=Zhang et al. (2021)2026.02 | 2,037.4 | 61.3 | — | |
| LinTSContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,086.6 | 31.7 | 3.89 | |
| LinTSEvaluation Source=Current Paper Reproduction2026.02 | 2,086.6 | 31.7 | — | |
| LinUCBContext Dimension (P x K)=12 x 2, Time steps (T)=10000, Replications (R)=122026.02 | 2,111.8 | 30.5 | 4.78 | |
| LinUCBEvaluation Source=Current Paper Reproduction2026.02 | 2,111.8 | 30.5 | — |