Conditional Shapley value estimation on Abalone cont (M=7)
1.135MSETabPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabPFNApproach=Separate, Version=v2, Estimators=82026.02 | 1.135 | — | |
| TabPFNApproach=Separate, Version=v2.5-R, Estimators=82026.02 | 1.136 | — | |
| TabPFNApproach=Separate, Version=v2, Estimators=12026.02 | 1.137 | 33.1 | |
| TabPFNApproach=Separate, Version=v2.5-D, Estimators=82026.02 | 1.137 | — | |
| TabPFNApproach=Separate, Version=v2.5-D, Estimators=12026.02 | 1.138 | 32.3 | |
| TabPFNApproach=Separate, Version=v2.5-R, Estimators=12026.02 | 1.138 | 34.6 | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-D, Estimators=82026.02 | 1.163 | — | |
| PPRApproach=Separate2026.02 | 1.169 | — | |
| NN-OlsenApproach=Surrogate2026.02 | 1.169 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-R, Estimators=82026.02 | 1.169 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2, Estimators=82026.02 | 1.18 | — | |
| VAEAC2026.02 | 1.182 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-D, Estimators=12026.02 | 1.182 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-R, Estimators=12026.02 | 1.182 | — | |
| CatBoostApproach=Separate2026.02 | 1.19 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-D, Estimators=82026.02 | 1.191 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-R, Estimators=82026.02 | 1.193 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2, Estimators=12026.02 | 1.194 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-D, Estimators=12026.02 | 1.201 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-R, Estimators=12026.02 | 1.204 | — | |
| Copula2026.02 | 1.223 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2, Estimators=82026.02 | 1.235 | — | |
| RFApproach=Separate2026.02 | 1.239 | — | |
| NN-FryeApproach=Surrogate2026.02 | 1.244 | — | |
| RFApproach=Surrogate2026.02 | 1.281 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2, Estimators=12026.02 | 1.282 | — | |
| GH2026.02 | 1.292 | — | |
| GAMApproach=Separate2026.02 | 1.298 | 33.7 | |
| CatBoostApproach=Surrogate2026.02 | 1.298 | — | |
| Gaussian2026.02 | 1.349 | — | |
| Ctree2026.02 | 1.393 | — | |
| Empirical2026.02 | 1.54 | — | |
| PPRApproach=Surrogate2026.02 | 1.548 | — | |
| LMApproach=Separate2026.02 | 1.684 | 0.3 | |
| GAMApproach=Surrogate2026.02 | 2.611 | 41.1 | |
| LMApproach=Surrogate2026.02 | 2.912 | 3.7 | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-R, Estimators=82026.02 | 5.074 | — | |
| Burr2026.02 | 5.64 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-R, Estimators=12026.02 | 5.96 | 15.2 | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-D, Estimators=82026.02 | 6.501 | — | |
| Independence2026.02 | 8.679 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2, Estimators=12026.02 | 8.878 | 16.3 | |
| TabPFNApproach=Surrogate Direct, Version=v2, Estimators=82026.02 | 9 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-D, Estimators=12026.02 | 9.381 | 14.6 |