Regression on CARTE Regression 40
0.621Average Balanced AccuracyOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oraclek (number of shots)=5122026.01 | 0.621 | — | |
| Oraclek (number of shots)=2562026.01 | 0.6097 | — | |
| Oraclek (number of shots)=1282026.01 | 0.5925 | — | |
| Oraclek (number of shots)=642026.01 | 0.5759 | — | |
| Oraclek (number of shots)=322026.01 | 0.5554 | — | |
| TabPFNk (number of shots)=5122026.01 | 0.5472 | — | |
| Oraclek (number of shots)=162026.01 | 0.5393 | — | |
| ConTextTabk (number of shots)=5122026.01 | 0.5311 | — | |
| Oraclek (number of shots)=82026.01 | 0.523 | — | |
| TabPFNk (number of shots)=2562026.01 | 0.5118 | — | |
| ConTextTabk (number of shots)=2562026.01 | 0.51 | — | |
| Oraclek (number of shots)=42026.01 | 0.5021 | — | |
| XGBoostk (number of shots)=5122026.01 | 0.4843 | — | |
| TabPFNk (number of shots)=1282026.01 | 0.4831 | — | |
| ConTextTabk (number of shots)=1282026.01 | 0.481 | — | |
| XGBoostk (number of shots)=2562026.01 | 0.4637 | — | |
| TabPFNk (number of shots)=642026.01 | 0.4394 | — | |
| XGBoostk (number of shots)=1282026.01 | 0.4386 | — | |
| ConTextTabk (number of shots)=642026.01 | 0.4278 | — | |
| TabPFNk (number of shots)=322026.01 | 0.4174 | — | |
| XGBoostk (number of shots)=642026.01 | 0.3997 | — | |
| ConTextTabk (number of shots)=322026.01 | 0.3956 | — | |
| KNN-Emb.k (number of shots)=5122026.01 | 0.3766 | — | |
| XGBoostk (number of shots)=322026.01 | 0.3763 | — | |
| TabPFNk (number of shots)=162026.01 | 0.374 | — | |
| mTaRLk (number of shots)=5122026.01 | 0.3737 | — | |
| mTaRLk (number of shots)=2562026.01 | 0.371 | — | |
| KNN-Emb.k (number of shots)=2562026.01 | 0.3628 | — | |
| ConTextTabk (number of shots)=162026.01 | 0.3537 | — | |
| mTaRLk (number of shots)=1282026.01 | 0.3509 | — | |
| KNN-Emb.k (number of shots)=1282026.01 | 0.3469 | — | |
| XGBoostk (number of shots)=162026.01 | 0.3441 | — | |
| KNNk (number of shots)=5122026.01 | 0.3355 | — | |
| KNNk (number of shots)=2562026.01 | 0.3271 | — | |
| TabPFNk (number of shots)=82026.01 | 0.3237 | — | |
| KNNk (number of shots)=1282026.01 | 0.3223 | — | |
| KNN-Emb.k (number of shots)=642026.01 | 0.3218 | — | |
| ConTextTabk (number of shots)=82026.01 | 0.3195 | — | |
| mTaRLk (number of shots)=322026.01 | 0.3158 | — | |
| mTaRLk (number of shots)=642026.01 | 0.3151 | — | |
| TabPFNk (number of shots)=42026.01 | 0.3147 | — | |
| KNNk (number of shots)=642026.01 | 0.3139 | — | |
| mTaRLk (number of shots)=162026.01 | 0.3078 | — | |
| KNN-Emb.k (number of shots)=322026.01 | 0.3076 | — | |
| XGBoostk (number of shots)=82026.01 | 0.3004 | — | |
| ConTextTabk (number of shots)=42026.01 | 0.2993 | — | |
| KNNk (number of shots)=162026.01 | 0.2985 | — | |
| KNNk (number of shots)=322026.01 | 0.2985 | — | |
| mTaRLk (number of shots)=82026.01 | 0.2965 | — | |
| KNN-Emb.k (number of shots)=162026.01 | 0.2918 | — | |
| KNNk (number of shots)=82026.01 | 0.2814 | — | |
| KNNk (number of shots)=42026.01 | 0.2803 | — | |
| mTaRLk (number of shots)=42026.01 | 0.2767 | — | |
| KNN-Emb.k (number of shots)=82026.01 | 0.2756 | — | |
| KNN-Emb.k (number of shots)=42026.01 | 0.2539 | — | |
| XGBoostk (number of shots)=42026.01 | 0.2437 | — | |
| ConTextTabRank range=k <= 322026.01 | — | 5.1125 | |
| ConTextTabRank range=k > 322026.01 | — | 4.1125 | |
| KNNRank range=k <= 322026.01 | — | 6.8125 | |
| KNNRank range=k > 322026.01 | — | 7.9562 | |
| KNN-Emb.Rank range=k <= 322026.01 | — | 7.275 | |
| KNN-Emb.Rank range=k > 322026.01 | — | 7.5 | |
| mTaRLRank range=k <= 322026.01 | — | 6.5563 | |
| mTaRLRank range=k > 322026.01 | — | 7.475 | |
| OracleRank range=k <= 322026.01 | — | 0.5844 | |
| OracleRank range=k > 322026.01 | — | 1.1875 | |
| TabPFNRank range=k <= 322026.01 | — | 4.3688 | |
| TabPFNRank range=k > 322026.01 | — | 3.7687 | |
| XGBoostRank range=k <= 322026.01 | — | 6.1625 | |
| XGBoostRank range=k > 322026.01 | — | 5.7625 |