Checkpoint Ranking on Group III heterogeneous architectures (test)
0.25Recall@1Linear
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Linearepochs=12020.11 | 0.25 | 0.9817 | 0.25 | 0.9935 | 0.3014 | 0.138 | 33,700 | |
| Linearepochs=52020.11 | 0.25 | 0.9898 | 0.25 | 0.9963 | 0.3345 | 0.1895 | 33,800 | |
| Linearepochs=converged2020.11 | 0.25 | 0.9966 | 0.25 | 0.9972 | 0.6355 | 0.3691 | 36,200 | |
| Fine-tuneepochs=52020.11 | 0.25 | 0.9862 | 0.25 | 0.9968 | 0.2572 | 0.1572 | 2,910,000 | |
| MIalpha=0.012020.11 | 0.25 | 0.9829 | 0.25 | 0.9934 | 0.0442 | 0.0294 | 130,000 | |
| MIalpha=0.502020.11 | 0.25 | 0.9836 | 0.25 | 0.9937 | -0.0979 | -0.0681 | 130,000 | |
| LEEP2020.11 | 0.25 | 0.9736 | 0.75 | 0.999 | 0.4299 | 0.4506 | 247.56 | |
| NLEEP2020.11 | 0.25 | 0.9966 | 0.25 | 0.997 | 0.6694 | 0.5114 | 12.68 | |
| Fine-tuneepochs=12020.11 | 0 | 0.9828 | 0.25 | 0.998 | 0.1761 | 0.1159 | 443,000 | |
| MI w/ PCAalpha=0.012020.11 | 0 | 0.9918 | 0.5 | 0.9982 | 0.6194 | 0.3883 | 55,600 | |
| MI w/ PCAalpha=0.502020.11 | 0 | 0.9634 | 0 | 0.9847 | 0.3317 | 0.2126 | 55,600 |