Lithology Classification on SEAM
86.47PrecisionGeoMind
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GeoMind2026.04 | 86.47 | 86.19 | 85.84 | |
| InceptionTime2026.04 | 85.35 | 85.78 | 85.37 | |
| MOMENT2026.04 | 84.92 | 86.09 | 85.15 | |
| GPT4TS2026.04 | 84.86 | 84.67 | 84.25 | |
| MiniRocket2026.04 | 84.42 | 86.07 | 85.83 | |
| InstructTime2026.04 | 83.89 | 85.53 | 84.28 | |
| XGBoost2026.04 | 83.79 | 87.07 | 83.55 | |
| MLP2026.04 | 83.64 | 85.92 | 84.26 | |
| TableTime2026.04 | 83.35 | 84.19 | 83.67 | |
| GBDT2026.04 | 81.84 | 85.22 | 83.93 | |
| LSTMFCN2026.04 | 81.2 | 85.9 | 83.12 | |
| nn-DTW2026.04 | 81.12 | 82.76 | 82.43 | |
| MLP2026.05 | 0.7776 | 0.7313 | 0.7647 | |
| GeoDecider2026.05 | 0.7765 | 0.782 | 0.7803 | |
| InstructTime2026.05 | 0.7752 | 0.7348 | 0.7659 | |
| InceptionTime2026.05 | 0.7747 | 0.7359 | 0.7667 | |
| LSTMFCN2026.05 | 0.7658 | 0.7353 | 0.7694 | |
| nn-DTW2026.05 | 0.7656 | 0.3694 | 0.4396 | |
| XGBoost2026.05 | 0.7579 | 0.7707 | 0.7355 | |
| MiniRocket2026.05 | 0.7501 | 0.7302 | 0.7667 | |
| GBDT2026.05 | 0.7468 | 0.7268 | 0.7626 | |
| GPT4TS2026.05 | 0.7412 | 0.7612 | 0.7489 | |
| UniTS2026.05 | 0.7388 | 0.7156 | 0.7745 | |
| MOMENT2026.05 | 0.7256 | 0.7092 | 0.7315 | |
| TableTime2026.05 | 0.6521 | 0.5844 | 0.6288 |