teeth_1
done · peak unseen_mismatch 95.8
Referenced by
α schedule
α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 3.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×19 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18 α 1.0 ×18
Figures
Results
accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0
seen_* probed at reference α = 1.4 · unseen_* = held-out pairings, uniform (α-independent) · 1000 pairs per condition
| iteration | seen_match | seen_mismatch | unseen_match | unseen_mismatch |
|---|---|---|---|---|
| 25 | 51.4 ± 1.5 | 49.5 ± 1.6 | 49.8 ± 1.9 | 49.7 ± 2.1 |
| 50 | 50.7 ± 1.9 | 49.6 ± 1.4 | 50.1 ± 1.5 | 50.8 ± 1.1 |
| 75 | 51.9 ± 1.8 | 50.1 ± 1.9 | 50.5 ± 1.7 | 50.0 ± 1.9 |
| 100 | 53.8 ± 2.9 | 52.1 ± 2.9 | 51.5 ± 1.8 | 50.0 ± 1.5 |
| 125 | 65.8 ± 10.5 | 60.5 ± 8.1 | 59.9 ± 9.2 | 54.9 ± 5.3 |
| 150 | 79.3 ± 12.4 | 73.6 ± 12.8 | 72.2 ± 14.1 | 66.3 ± 12.7 |
| 175 | 86.1 ± 10.6 | 82.1 ± 10.4 | 77.2 ± 13.5 | 72.0 ± 11.7 |
| 200 | 88.3 ± 9.6 | 85.7 ± 9.2 | 78.2 ± 11.1 | 74.4 ± 9.9 |
| 225 | 88.8 ± 9.4 | 87.2 ± 8.9 | 77.4 ± 11.4 | 74.3 ± 11.1 |
| 250 | 88.9 ± 8.5 | 87.5 ± 7.8 | 77.3 ± 8.4 | 73.9 ± 7.8 |
| 275 | 90.7 ± 3.5 | 88.7 ± 3.7 | 77.2 ± 5.8 | 73.9 ± 5.2 |
| 300 | 91.2 ± 1.9 | 89.5 ± 2.0 | 78.4 ± 4.8 | 74.9 ± 5.0 |
| 325 | 91.8 ± 1.7 | 90.1 ± 1.9 | 78.4 ± 4.4 | 74.3 ± 5.0 |
| 350 | 91.7 ± 1.7 | 89.9 ± 2.1 | 77.4 ± 3.8 | 73.8 ± 4.9 |
| 375 | 91.6 ± 1.7 | 90.0 ± 1.7 | 77.1 ± 4.5 | 73.5 ± 4.2 |
| 400 | 92.4 ± 1.8 | 90.4 ± 1.7 | 78.3 ± 4.4 | 74.0 ± 5.2 |
| 450 | 92.3 ± 1.3 | 90.4 ± 1.5 | 78.3 ± 4.0 | 73.8 ± 4.9 |
| 500 | 99.9 ± 0.1 | 99.3 ± 1.0 | 99.0 ± 1.0 | 95.7 ± 4.4 |
| 550 | 99.9 ± 0.1 | 99.6 ± 0.6 | 99.1 ± 0.9 | 95.8 ± 4.5 |
| 600 | 99.9 ± 0.1 | 99.4 ± 1.0 | 98.9 ± 1.4 | 94.4 ± 6.1 |
| 650 | 100.0 ± 0.1 | 99.0 ± 2.2 | 99.4 ± 0.6 | 93.0 ± 9.5 |
| 700 | 100.0 ± 0.1 | 99.2 ± 1.1 | 99.4 ± 0.5 | 92.3 ± 9.0 |
| 750 | 100.0 ± 0.0 | 99.2 ± 1.1 | 99.1 ± 0.7 | 92.5 ± 7.3 |
| 800 | 100.0 ± 0.1 | 98.9 ± 1.6 | 99.0 ± 0.6 | 89.6 ± 8.0 |
| 850 | 100.0 ± 0.1 | 98.5 ± 1.7 | 99.4 ± 0.4 | 89.4 ± 9.3 |
| 900 | 100.0 ± 0.1 | 98.9 ± 1.0 | 99.0 ± 0.8 | 89.3 ± 9.6 |