bursty_K12
done · peak unseen_mismatch 90.9
Referenced by
α schedule
α 3.0 ×75 α 3.0 ×75 α 1.0 ×75 α 1.0 ×75 α 2.1429 ×75 α 2.1429 ×75 α 1.0 ×75 α 1.0 ×75 α 1.2857 ×75 α 1.2857 ×75 α 1.0 ×75 α 1.0 ×75
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 | 51.1 ± 1.2 | 49.8 ± 2.0 | 49.8 ± 1.3 | 50.4 ± 1.4 |
| 50 | 51.5 ± 1.8 | 50.0 ± 1.7 | 50.5 ± 1.1 | 49.7 ± 1.5 |
| 75 | 52.2 ± 3.3 | 49.5 ± 1.6 | 50.9 ± 2.7 | 49.6 ± 2.7 |
| 100 | 55.3 ± 8.3 | 51.2 ± 3.0 | 53.7 ± 7.9 | 50.4 ± 2.4 |
| 125 | 65.3 ± 13.0 | 57.9 ± 10.6 | 62.4 ± 12.8 | 54.7 ± 8.4 |
| 150 | 80.2 ± 15.3 | 68.3 ± 13.9 | 76.6 ± 15.9 | 64.1 ± 12.4 |
| 175 | 93.6 ± 10.8 | 69.0 ± 16.9 | 92.8 ± 11.6 | 68.0 ± 15.7 |
| 200 | 98.7 ± 4.8 | 68.6 ± 20.9 | 98.6 ± 5.5 | 67.7 ± 20.5 |
| 225 | 100.0 ± 0.2 | 63.7 ± 26.2 | 99.9 ± 0.2 | 63.5 ± 26.1 |
| 250 | 100.0 ± 0.0 | 64.1 ± 30.4 | 100.0 ± 0.0 | 64.8 ± 29.7 |
| 275 | 100.0 ± 0.0 | 64.4 ± 34.2 | 100.0 ± 0.0 | 64.2 ± 33.9 |
| 300 | 100.0 ± 0.0 | 61.4 ± 34.9 | 100.0 ± 0.0 | 61.7 ± 34.5 |
| 325 | 100.0 ± 0.0 | 65.6 ± 33.0 | 99.9 ± 0.3 | 66.2 ± 32.3 |
| 350 | 99.8 ± 0.4 | 72.2 ± 28.8 | 99.8 ± 0.5 | 72.0 ± 27.8 |
| 375 | 99.8 ± 0.3 | 84.2 ± 26.3 | 99.6 ± 0.8 | 82.8 ± 25.9 |
| 400 | 99.5 ± 0.9 | 85.0 ± 24.1 | 98.4 ± 2.8 | 83.3 ± 23.4 |
| 450 | 99.4 ± 0.8 | 89.2 ± 20.4 | 97.7 ± 3.0 | 86.2 ± 19.5 |
| 500 | 100.0 ± 0.0 | 91.4 ± 19.3 | 99.9 ± 0.2 | 90.9 ± 19.4 |
| 550 | 100.0 ± 0.1 | 88.8 ± 24.0 | 99.8 ± 0.4 | 87.2 ± 23.3 |
| 600 | 100.0 ± 0.0 | 86.7 ± 22.4 | 99.9 ± 0.3 | 85.4 ± 21.6 |
| 650 | 99.9 ± 0.1 | 90.2 ± 23.2 | 99.1 ± 1.5 | 86.3 ± 22.5 |
| 700 | 99.9 ± 0.1 | 94.7 ± 11.8 | 99.0 ± 1.3 | 90.1 ± 11.9 |
| 750 | 100.0 ± 0.1 | 94.9 ± 11.8 | 99.2 ± 1.4 | 90.6 ± 13.5 |
| 800 | 100.0 ± 0.0 | 90.6 ± 20.7 | 99.6 ± 1.2 | 84.8 ± 22.0 |
| 850 | 100.0 ± 0.0 | 87.7 ± 23.1 | 99.6 ± 0.9 | 81.5 ± 24.1 |
| 900 | 100.0 ± 0.0 | 91.9 ± 14.4 | 99.7 ± 0.7 | 85.1 ± 19.2 |