Temperature Regression on SkyFinder (test)
2.17Overall GMSqrtReWeight
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SqrtReWeightrandom seeds=52026.06 | 2.17 | 2.09 | 3.79 | 1.44 | 6.59 | 1.83 | 10.92 | 2.63 | 21.04 | 3.14 | 32.65 | — | |
| RnCrandom seeds=52026.06 | 2.17 | 2.1 | 3.68 | 1.56 | 7.08 | 1.83 | 10.5 | 2.62 | 18.19 | 3.03 | 30.86 | — | |
| F-MDSrandom seeds=52026.06 | 2.18 | 2.09 | 3.75 | 1.4 | 6.11 | 1.84 | 10.36 | 2.7 | 18.53 | 3.09 | 30.47 | — | |
| L-MDSrandom seeds=52026.06 | 2.19 | 2.1 | 3.72 | 1.44 | 6.46 | 1.85 | 10 | 2.62 | 20.97 | 3.22 | 31.47 | — | |
| L-MDS + F-MDSrandom seeds=52026.06 | 2.2 | 2.1 | 3.68 | 1.47 | 5.9 | 1.85 | 10.83 | 2.64 | 20.13 | 3.2 | 32.99 | — | |
| GroupDROrandom seeds=52026.06 | 2.22 | 2.14 | 3.76 | 1.42 | 6.48 | 1.79 | 11 | 2.85 | 23.21 | 3.33 | 29.66 | — | |
| Resamplerandom seeds=52026.06 | 2.23 | 2.14 | 3.82 | 1.69 | 6.78 | 1.85 | 10.62 | 2.68 | 17.47 | 3.38 | 36.23 | — | |
| ERMrandom seeds=52026.06 | 2.26 | 2.19 | 3.71 | 1.38 | 6 | 1.84 | 10.92 | 2.86 | 22.46 | 3.47 | 29.78 | — | |
| LDSrandom seeds=52026.06 | 2.38 | 2.29 | 4 | 1.41 | 7.63 | 1.96 | 11.36 | 3.05 | 20.84 | 3.48 | 33.98 | — | |
| DANNrandom seeds=52026.06 | 2.53 | 2.44 | 4.55 | 1.52 | 7.4 | 2.12 | 12.09 | 3.14 | 22.99 | 3.68 | 31.02 | — | |
| CBLossrandom seeds=52026.06 | 2.67 | 2.53 | 4.76 | 2.65 | 9.77 | 2.44 | 13.81 | 2.81 | 17.77 | 3.33 | 30.88 | — | |
| ReWeightrandom seeds=52026.06 | 2.68 | 2.54 | 4.66 | 2.53 | 10.04 | 2.44 | 14.19 | 2.83 | 19.66 | 3.42 | 33.09 | — | |
| CBLoss2026.06 | — | — | — | — | — | — | — | — | — | — | — | 4.23 | |
| DANN2026.06 | — | — | — | — | — | — | — | — | — | — | — | 4.04 | |
| ERM2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.68 | |
| F-MDS2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.56 | |
| GroupDRO2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.62 | |
| L-MDS2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.54 | |
| L-MDS + F-MDS2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.58 | |
| LDS2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.85 | |
| Resample2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.62 | |
| ReWeight2026.06 | — | — | — | — | — | — | — | — | — | — | — | 4.25 | |
| RnC2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.49 | |
| SqrtReWeight2026.06 | — | — | — | — | — | — | — | — | — | — | — | 3.53 |