Biomass estimation on Species Dataset Caenis horaria
0.022MAELin. A+S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lin. A+SEvaluation Protocol=In-distribution2026.03 | 0.022 | 0.234 | |
| FT CNN A+SEvaluation Protocol=Fine-tuning2026.03 | 0.023 | 0.231 | |
| FT CNNEvaluation Protocol=Fine-tuning2026.03 | 0.024 | 0.255 | |
| OOD Lin. A+SEvaluation Protocol=Out-of-distribution2026.03 | 0.024 | 0.262 | |
| FT CNN FrzEvaluation Protocol=Fine-tuning, Frozen layers=Convolutional2026.03 | 0.026 | 0.249 | |
| FT CNN A+S FrzEvaluation Protocol=Fine-tuning, Frozen layers=Encoder and metadata encoder2026.03 | 0.027 | 0.261 | |
| Lin. A (Baseline)Evaluation Protocol=In-distribution2026.03 | 0.035 | 0.403 | |
| CNNEvaluation Protocol=In-distribution2026.03 | 0.038 | 0.324 | |
| CNN+A+SEvaluation Protocol=In-distribution2026.03 | 0.07 | 0.994 | |
| OOD CNNEvaluation Protocol=Out-of-distribution2026.03 | 1.375 | 20.451 | |
| OOD CNN A+SEvaluation Protocol=Out-of-distribution2026.03 | 1.988 | 18.833 |