Developmental Stage Classification on cold seep dataset
84.62AccuracyGRMLR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GRMLR2026.03 | 84.62 | 82.5 | 2 | 7 | 2 | |
| Gemini 3 FlashEvaluation Setting=LOOCV2026.03 | 69.23 | — | 1 | 5 | 3 | |
| LRPre-processing=CLR+L22026.03 | 61.54 | 60 | 2 | 5 | 1 | |
| SVM-RBFPre-processing=CLR2026.03 | 61.54 | 57.94 | 1 | 5 | 2 | |
| Random ForestPre-processing=CLR2026.03 | 46.15 | 30.72 | 0 | 5 | 1 | |
| LRPre-processing=Raw2026.03 | 46.15 | 42.22 | 1 | 4 | 1 | |
| KNNk=3, Pre-processing=CLR2026.03 | 38.46 | 18.52 | 0 | 5 | 0 | |
| Gemini 3 FlashEvaluation Setting=zero-shot2026.03 | 38.46 | — | 1 | 4 | 0 |