Lithology Classification on Facies
47.25PrecisionXGBoost
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XGBoost2026.04 | 47.25 | 40.04 | 40.86 | |
| GeoMind2026.04 | 46.86 | 45.27 | 44.31 | |
| GBDT2026.04 | 46.73 | 39.51 | 37.02 | |
| InceptionTime2026.04 | 45.05 | 40.69 | 40.62 | |
| GPT4TS2026.04 | 44.39 | 43.25 | 41.55 | |
| InstructTime2026.04 | 38.54 | 40.17 | 38.96 | |
| nn-DTW2026.04 | 37.05 | 35.65 | 34.87 | |
| MiniRocket2026.04 | 36.76 | 32.23 | 28.59 | |
| MOMENT2026.04 | 35.82 | 39.64 | 37.14 | |
| TableTime2026.04 | 35.29 | 37.29 | 36.15 | |
| LSTMFCN2026.04 | 32.61 | 35.12 | 32.7 | |
| MLP2026.04 | 28.41 | 33.94 | 30.67 |