Marine Species Classification on AQUA20 (test)
88.9Macro F1ConvNeXt
Evaluation results
| Method | Links | |
|---|---|---|
| ConvNeXtBudget=5 seeds/cls2026.04 | 88.9 | |
| ConvNeXtBudget=10 seeds/cls2026.04 | 88.9 | |
| ConvNeXtBudget=20 seeds/cls2026.04 | 88.9 | |
| ConvNeXtBudget=5% seeds2026.04 | 88.9 | |
| ConvNeXtBudget=10% seeds2026.04 | 88.9 | |
| ConvNeXtBudget=15% seeds2026.04 | 88.9 | |
| ConvNeXtBudget=100% seeds2026.04 | 88.9 | |
| Class-SpecificBudget=100% seeds2026.04 | 87.5 | |
| Global CircuitBudget=100% seeds2026.04 | 85.5 | |
| Class-SpecificBudget=20 seeds/cls2026.04 | 85.3 | |
| BaselineBudget=100% seeds2026.04 | 83.2 | |
| Global CircuitBudget=20 seeds/cls2026.04 | 83 | |
| Class-SpecificBudget=10 seeds/cls2026.04 | 81.5 | |
| BaselineBudget=20 seeds/cls2026.04 | 80.4 | |
| Class-SpecificBudget=15% seeds2026.04 | 78.7 | |
| Global CircuitBudget=10 seeds/cls2026.04 | 78.2 | |
| Global CircuitBudget=15% seeds2026.04 | 76.6 | |
| BaselineBudget=10 seeds/cls2026.04 | 74.9 | |
| Class-SpecificBudget=10% seeds2026.04 | 74.4 | |
| BaselineBudget=15% seeds2026.04 | 74.3 | |
| Class-SpecificBudget=5 seeds/cls2026.04 | 73.5 | |
| Global CircuitBudget=10% seeds2026.04 | 72.3 | |
| Class-SpecificBudget=5% seeds2026.04 | 72 | |
| Global CircuitBudget=5% seeds2026.04 | 69.8 | |
| BaselineBudget=10% seeds2026.04 | 69.7 | |
| Global CircuitBudget=5 seeds/cls2026.04 | 69.1 | |
| BaselineBudget=5% seeds2026.04 | 67 | |
| BaselineBudget=5 seeds/cls2026.04 | 66.5 |