Regression on Synthetic (MSE, Small MSE)
0.132MSELocal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LocalBase Learner=Reg2025.08 | 0.132 | 0.164 | |
| CTRLBase Learner=Reg2025.08 | 0.136 | 0.146 | |
| TRLBase Learner=Reg2025.08 | 0.137 | 0.16 | |
| CTRLBase Learner=BART2025.08 | 0.15 | 0.167 | |
| TRLBase Learner=BART2025.08 | 0.154 | 0.182 | |
| LocalBase Learner=BART2025.08 | 0.157 | 0.188 | |
| CTRLBase Learner=RF2025.08 | 0.17 | 0.182 | |
| TRLBase Learner=RF2025.08 | 0.176 | 0.199 | |
| LocalBase Learner=RF2025.08 | 0.191 | 0.212 | |
| GlobalBase Learner=BART2025.08 | 0.198 | 0.23 | |
| JTTBase Learner=Reg2025.08 | 0.209 | 0.227 | |
| RWGBase Learner=Reg2025.08 | 0.209 | 0.227 | |
| GlobalBase Learner=Reg2025.08 | 0.209 | 0.227 | |
| RWGBase Learner=BART2025.08 | 0.214 | 0.227 | |
| GlobalBase Learner=RF2025.08 | 0.215 | 0.228 | |
| RWGBase Learner=RF2025.08 | 0.219 | 0.228 | |
| CTRLBase Learner=Tree2025.08 | 0.22 | 0.236 | |
| JTTBase Learner=RF2025.08 | 0.222 | 0.232 | |
| TRLBase Learner=Tree2025.08 | 0.228 | 0.25 | |
| GlobalBase Learner=Tree2025.08 | 0.233 | 0.249 | |
| RWGBase Learner=Tree2025.08 | 0.244 | 0.267 | |
| LocalBase Learner=Tree2025.08 | 0.245 | 0.269 | |
| JTTBase Learner=BART2025.08 | 0.246 | 0.261 | |
| JTTBase Learner=Tree2025.08 | 0.256 | 0.263 |