Lithology Classification on FORCE
53.12PrecisionGeoDecider
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeoDecider2026.05 | 53.12 | 51.98 | 52.54 | |
| InstructTime2026.05 | 51.25 | 43.76 | 44.48 | |
| MiniRocket2026.05 | 48.56 | 47.12 | 47.83 | |
| XGBoost2026.05 | 46.91 | 41.83 | 45.73 | |
| GPT4TS2026.05 | 46.88 | 46.15 | 46.51 | |
| InceptionTime2026.05 | 45.12 | 43.89 | 44.5 | |
| MLP2026.05 | 44.54 | 45.92 | 50.68 | |
| UniTS2026.05 | 44.12 | 42.55 | 43.32 | |
| GeoMind2026.04 | 43.79 | 39.46 | 36.78 | |
| MOMENT2026.05 | 43.56 | 49.88 | 42.7 | |
| XGBoost2026.04 | 43.29 | 37.18 | 36.12 | |
| GBDT2026.05 | 42.04 | 41.26 | 44.45 | |
| LSTMFCN2026.05 | 41.55 | 34.66 | 40.46 | |
| TableTime2026.05 | 39.56 | 36.88 | 39.12 | |
| InceptionTime2026.04 | 39.31 | 40.54 | 36.14 | |
| GPT4TS2026.04 | 38.51 | 37.84 | 34.53 | |
| nn-DTW2026.05 | 38.45 | 34.12 | 36.16 | |
| MOMENT2026.04 | 34.78 | 34.48 | 34.38 | |
| MiniRocket2026.04 | 32.21 | 30.14 | 28.76 | |
| nn-DTW2026.04 | 32.13 | 32 | 29.05 | |
| LSTMFCN2026.04 | 30.3 | 34.41 | 29.07 | |
| InstructTime2026.04 | 28.15 | 32.79 | 29.94 | |
| TableTime2026.04 | 27.94 | 33.47 | 30.17 | |
| MLP2026.04 | 26.47 | 30.74 | 27.69 | |
| GBDT2026.04 | 22.93 | 27.12 | 25.01 |