Classification on IJCNN (test)
98.75AccuracyI-NeurAL
Evaluation Results
| Method | Links | |
|---|---|---|
| I-NeurALlabel budget=50%2022.10 | 98.75 | |
| Marginlabel budget=50%2022.10 | 98.4 | |
| I-NeurALlabel budget=20%, T (rounds)=100002022.10 | 98.35 | |
| Marginlabel budget=20%, T (rounds)=100002022.10 | 98.15 | |
| NeuAL-NTK-Dlabel budget=50%2022.10 | 98 | |
| I-NeurALlabel budget=10%2022.10 | 97.9 | |
| ALPSlabel budget=50%2022.10 | 97.8 | |
| NeuAL-NTK-Dlabel budget=20%, T (rounds)=100002022.10 | 97.75 | |
| Randomlabel budget=50%2022.10 | 97.75 | |
| Marginlabel budget=10%2022.10 | 97.1 | |
| ALPSlabel budget=20%, T (rounds)=100002022.10 | 97.05 | |
| NeuAL-NTK-Dlabel budget=10%2022.10 | 96.9 | |
| Randomlabel budget=20%, T (rounds)=100002022.10 | 96.7 | |
| Randomlabel budget=10%2022.10 | 96.7 | |
| ALPSlabel budget=10%2022.10 | 96.2 | |
| I-NeurALLabel Budget=3%, T (rounds)=100002022.10 | 95.75 | |
| RandomLabel Budget=3%, T (rounds)=100002022.10 | 93.8 | |
| NeuAL-NTK-DLabel Budget=3%, T (rounds)=100002022.10 | 93.65 | |
| ALPSLabel Budget=3%, T (rounds)=100002022.10 | 93.25 | |
| MarginLabel Budget=3%, T (rounds)=100002022.10 | 92.95 | |
| NeuAL-NTK-Flabel budget=50%2022.10 | 90.85 | |
| NeuAL-NTK-Flabel budget=20%, T (rounds)=100002022.10 | 89.95 | |
| NeuAL-NTK-Flabel budget=10%2022.10 | 87.65 | |
| NeuAL-NTK-FLabel Budget=3%, T (rounds)=100002022.10 | 75.15 |