Open Access
Table A.1
Catalogue comparison data from the Fig. 11. For each catalogue, the columns list values of "Bias | IQR". Each bin has a range of 200 K, 0.3 dex and 0.2 dex for Teff, log g , and [Fe/H], respectively.
| Bin center (Teff) | GES | XP-LAMOST | GaiaXGBoost | StarHorse2 |
|---|---|---|---|---|
| 3300 | 261 | 92 | 802 | 977 | 407 | 61 | 401 | 1288 |
| 3500 | − | − | − | − |
| 3700 | − | − | − | − |
| 3900 | 127 | 237 | 535 | 1124 | 231 | 366 | 199 | 421 |
| 4100 | 191 | 426 | 312 | 629 | 214 | 348 | 188 | 474 |
| 4300 | 215 | 248 | 307 | 304 | 274 | 225 | 304 | 302 |
| 4500 | 150 | 246 | 187 | 290 | 200 | 241 | 219 | 297 |
| 4700 | 134 | 244 | 153 | 268 | 154 | 203 | 145 | 237 |
| 4900 | 134 | 183 | 140 | 249 | 98 | 170 | 122 | 211 |
| 5100 | 193 | 186 | 239 | 231 | 169 | 165 | 208 | 207 |
| 5300 | 388 | 335 | 406 | 376 | 344 | 163 | 324 | 300 |
| 5500 | 343 | 358 | 484 | 476 | 411 | 143 | 306 | 329 |
| 5700 | 137 | 244 | 198 | 324 | 215 | 396 | 223 | 340 |
| 5900 | 243 | 332 | 253 | 285 | 173 | 223 | 271 | 309 |
| 6100 | 186 | 309 | 150 | 302 | 123 | 283 | 167 | 281 |
| 6300 | 99 | 189 | 135 | 228 | 125 | 181 | 161 | 306 |
| Bin center (log g) | GES | XP-LAMOST | GaiaXGBoost | StarHorse2 |
|---|---|---|---|---|
| 0.55 | 0.53 | 0.66 | 1.13 | 0.13 | 0.38 | 0.21 | 0.32 | 1.54 |
| 0.85 | 0.47 | 0.36 | 1.02 | 1.22 | 0.78 | 0.21 | 0.31 | 0.57 |
| 1.15 | 0.26 | 0.41 | 0.88 | 0.95 | 0.48 | 0.43 | 0.4 | 0.41 |
| 1.45 | 1.03 | 0.35 | 0.92 | 0.35 | 0.97 | 0.25 | 0.6 | 0.28 |
| 1.75 | 0.79 | 0.33 | 0.76 | 0.38 | 0.67 | 0.26 | 0.59 | 0.28 |
| 2.05 | 0.52 | 0.34 | 0.52 | 0.44 | 0.44 | 0.32 | 0.4 | 0.33 |
| 2.35 | 0.32 | 0.32 | 0.25 | 0.44 | 0.23 | 0.31 | 0.16 | 0.29 |
| 2.65 | 0.16 | 0.29 | 0.2 | 0.37 | 0.18 | 0.26 | 0.26 | 0.21 |
| 2.95 | 0.27 | 0.27 | 0.39 | 0.34 | 0.35 | 0.26 | 0.46 | 0.18 |
| 3.25 | 0.63 | 0.31 | 0.77 | 0.37 | 0.78 | 0.45 | 0.86 | 0.25 |
| 3.55 | 0.82 | 0.17 | 0.92 | 0.33 | 0.91 | 0.21 | 0.95 | 0.27 |
| 3.85 | 0.35 | 0.33 | 0.4 | 0.37 | 0.42 | 0.3 | 0.42 | 0.39 |
| 4.15 | 0.22 | 0.28 | 0.25 | 0.43 | 0.19 | 0.34 | 0.19 | 0.45 |
| 4.45 | 0.12 | 0.27 | 0.17 | 0.37 | 0.14 | 0.25 | 0.11 | 0.32 |
| Bin center ([Fe/H]) | GES | XP-LAMOST | GaiaXGBoost | StarHorse2 |
|---|---|---|---|---|
| −2.80 | − | 0.95 | 0.76 | 0.97 | 0.7 | 1.51 | 0.35 |
| −2.60 | 0.2 | 0.22 | 0.71 | 0.76 | 0.75 | 0.7 | 0.96 | 0.32 |
| −2.40 | 0.15 | 0.22 | 0.39 | 0.22 | 0.33 | 0.28 | 0.69 | 0.35 |
| −2.20 | 0.14 | 0.25 | 0.3 | 0.27 | 0.23 | 0.21 | 0.54 | 0.38 |
| −2.00 | − | − | − | − |
| −1.80 | 0.23 | 0.31 | 0.21 | 0.43 | 0.26 | 0.31 | 0.55 | 0.72 |
| −1.60 | − | − | − | − |
| −1.40 | 0.4 | 0.29 | 0.46 | 0.46 | 0.24 | 0.34 | 0.39 | 0.73 |
| −1.20 | 0.29 | 0.22 | 0.8 | 0.74 | 0.34 | 0.25 | 0.37 | 0.6 |
| −1.00 | 0.13 | 0.08 | 0.21 | 0.55 | 0.16 | 0.25 | 0.36 | 0.4 |
| −0.80 | 0.35 | 0.2 | 0.52 | 0.44 | 0.34 | 0.29 | 0.42 | 0.65 |
| −0.60 | 0.39 | 0.22 | 0.31 | 0.3 | 0.38 | 0.23 | 0.38 | 0.25 |
| −0.40 | 0.13 | 0.2 | 0.25 | 0.27 | 0.13 | 0.21 | 0.16 | 0.28 |
| −0.20 | 0.17 | 0.26 | 0.19 | 0.34 | 0.15 | 0.24 | 0.13 | 0.27 |
| 0.00 | 0.15 | 0.26 | 0.14 | 0.27 | 0.13 | 0.24 | 0.19 | 0.29 |
| 0.20 | 0.13 | 0.29 | 0.2 | 0.32 | 0.15 | 0.28 | 0.32 | 0.28 |
| 0.40 | 0.35 | 0.24 | 0.41 | 0.65 | 0.39 | 0.21 | 0.61 | 0.25 |
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