Biomass estimation on Species Dataset Kageronia fuscogrisea
0.061MAEFT CNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FT CNNEvaluation Protocol=Fine-tuning2026.03 | 0.061 | 0.186 | |
| Lin. A (Baseline)Evaluation Protocol=In-distribution2026.03 | 0.07 | 0.209 | |
| FT CNN FrzEvaluation Protocol=Fine-tuning, Frozen layers=Convolutional2026.03 | 0.072 | 0.218 | |
| Lin. A+SEvaluation Protocol=In-distribution2026.03 | 0.079 | 0.226 | |
| CNNEvaluation Protocol=In-distribution2026.03 | 0.082 | 0.302 | |
| CNN+A+SEvaluation Protocol=In-distribution2026.03 | 0.137 | 0.704 | |
| OOD Lin. A+SEvaluation Protocol=Out-of-distribution2026.03 | 0.156 | 0.25 | |
| FT CNN A+SEvaluation Protocol=Fine-tuning2026.03 | 0.177 | 0.216 | |
| FT CNN A+S FrzEvaluation Protocol=Fine-tuning, Frozen layers=Encoder and metadata encoder2026.03 | 0.216 | 0.261 | |
| OOD CNNEvaluation Protocol=Out-of-distribution2026.03 | 1.771 | 8.15 | |
| OOD CNN A+SEvaluation Protocol=Out-of-distribution2026.03 | 2.768 | 7.494 |