Biomass estimation on Species Dataset Asellus aquaticus
0.126MAELin. A+S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Lin. A+SEvaluation Protocol=In-distribution2026.03 | 0.126 | 0.126 | |
| Lin. A (Baseline)Evaluation Protocol=In-distribution2026.03 | 0.144 | 0.116 | |
| FT CNN FrzEvaluation Protocol=Fine-tuning, Frozen layers=Convolutional2026.03 | 0.187 | 0.152 | |
| CNNEvaluation Protocol=In-distribution2026.03 | 0.198 | 0.202 | |
| FT CNNEvaluation Protocol=Fine-tuning2026.03 | 0.212 | 0.181 | |
| FT CNN A+SEvaluation Protocol=Fine-tuning2026.03 | 0.291 | 0.32 | |
| OOD Lin. A+SEvaluation Protocol=Out-of-distribution2026.03 | 0.302 | 0.242 | |
| CNN+A+SEvaluation Protocol=In-distribution2026.03 | 0.366 | 0.357 | |
| FT CNN A+S FrzEvaluation Protocol=Fine-tuning, Frozen layers=Encoder and metadata encoder2026.03 | 0.402 | 0.448 | |
| OOD CNN A+SEvaluation Protocol=Out-of-distribution2026.03 | 1.389 | 1.389 | |
| OOD CNNEvaluation Protocol=Out-of-distribution2026.03 | 2.212 | 2.552 |