Conditional Shapley value estimation on Abalone M=8 (all)
1.142MSEvTabPFN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TabPFNApproach=Separate, Version=v2.5-R, Estimators=82026.02 | 1.142 | — | |
| TabPFNApproach=Separate, Version=v2.5-D, Estimators=82026.02 | 1.143 | — | |
| TabPFNApproach=Separate, Version=v2.5-R, Estimators=12026.02 | 1.144 | — | |
| TabPFNApproach=Separate, Version=v2, Estimators=82026.02 | 1.145 | — | |
| TabPFNApproach=Separate, Version=v2.5-D, Estimators=12026.02 | 1.146 | — | |
| TabPFNApproach=Separate, Version=v2, Estimators=12026.02 | 1.148 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-D, Estimators=82026.02 | 1.175 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-R, Estimators=82026.02 | 1.179 | — | |
| VAEAC2026.02 | 1.18 | — | |
| PPRApproach=Separate2026.02 | 1.185 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-D, Estimators=82026.02 | 1.191 | — | |
| NN-OlsenApproach=Surrogate2026.02 | 1.192 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-R, Estimators=82026.02 | 1.193 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2, Estimators=82026.02 | 1.199 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-R, Estimators=12026.02 | 1.2 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2.5-D, Estimators=12026.02 | 1.211 | — | |
| CatBoostApproach=Separate2026.02 | 1.213 | — | |
| TabPFNApproach=Surrogate Augmented Coalesced, Version=v2, Estimators=12026.02 | 1.23 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-D, Estimators=12026.02 | 1.233 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2.5-R, Estimators=12026.02 | 1.246 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2, Estimators=82026.02 | 1.247 | — | |
| RFApproach=Separate2026.02 | 1.259 | — | |
| TabPFNApproach=Surrogate Augmented, Version=v2, Estimators=12026.02 | 1.298 | — | |
| GAMApproach=Separate2026.02 | 1.299 | — | |
| RFApproach=Surrogate2026.02 | 1.311 | — | |
| NN-FryeApproach=Surrogate2026.02 | 1.32 | — | |
| CatBoostApproach=Surrogate2026.02 | 1.348 | — | |
| Ctree2026.02 | 1.424 | — | |
| PPRApproach=Surrogate2026.02 | 1.538 | — | |
| LMApproach=Separate2026.02 | 1.581 | 0.9 | |
| GAMApproach=Surrogate2026.02 | 2.557 | — | |
| LMApproach=Surrogate2026.02 | 2.77 | 7.2 | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-R, Estimators=82026.02 | 5.802 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-R, Estimators=12026.02 | 6.1 | 34 | |
| TabPFNApproach=Surrogate Direct, Version=v2, Estimators=12026.02 | 6.741 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2, Estimators=82026.02 | 6.96 | — | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-D, Estimators=12026.02 | 7.127 | 35 | |
| TabPFNApproach=Surrogate Direct, Version=v2.5-D, Estimators=82026.02 | 7.277 | — | |
| Independence2026.02 | 9.144 | — |