bursty_K24
done · peak unseen_mismatch 96.3
α schedule
α 3.0 ×38 α 3.0 ×38 α 3.0 ×38 α 3.0 ×38 α 1.0 ×38 α 1.0 ×38 α 1.0 ×38 α 1.0 ×38 α 2.1429 ×38 α 2.1429 ×38 α 2.1429 ×38 α 2.1429 ×38 α 1.0 ×37 α 1.0 ×37 α 1.0 ×37 α 1.0 ×37 α 1.2857 ×37 α 1.2857 ×37 α 1.2857 ×37 α 1.2857 ×37 α 1.0 ×37 α 1.0 ×37 α 1.0 ×37 α 1.0 ×37
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 | 51.8 ± 2.5 | 49.6 ± 1.8 | 50.3 ± 2.0 | 49.9 ± 2.2 |
| 75 | 52.1 ± 3.6 | 49.8 ± 2.3 | 52.1 ± 3.2 | 50.5 ± 1.5 |
| 100 | 56.2 ± 9.2 | 50.8 ± 2.2 | 53.7 ± 9.0 | 50.8 ± 1.8 |
| 125 | 64.6 ± 15.4 | 57.6 ± 10.0 | 61.8 ± 15.2 | 55.1 ± 8.7 |
| 150 | 78.6 ± 15.8 | 69.5 ± 13.9 | 74.3 ± 17.5 | 65.3 ± 13.8 |
| 175 | 90.0 ± 15.6 | 74.9 ± 15.5 | 88.9 ± 16.2 | 72.2 ± 15.8 |
| 200 | 99.1 ± 3.5 | 70.3 ± 19.5 | 99.2 ± 2.9 | 69.8 ± 19.1 |
| 225 | 100.0 ± 0.0 | 68.9 ± 19.8 | 100.0 ± 0.0 | 68.5 ± 19.7 |
| 250 | 100.0 ± 0.0 | 64.1 ± 23.9 | 100.0 ± 0.0 | 63.2 ± 23.7 |
| 275 | 100.0 ± 0.0 | 65.7 ± 33.0 | 100.0 ± 0.0 | 65.0 ± 32.6 |
| 300 | 100.0 ± 0.0 | 68.6 ± 30.7 | 100.0 ± 0.0 | 68.4 ± 30.3 |
| 325 | 100.0 ± 0.0 | 76.1 ± 28.9 | 100.0 ± 0.2 | 75.9 ± 28.8 |
| 350 | 99.9 ± 0.2 | 86.9 ± 23.2 | 99.6 ± 0.8 | 85.5 ± 23.7 |
| 375 | 99.8 ± 0.5 | 92.1 ± 15.3 | 99.0 ± 1.8 | 90.5 ± 15.3 |
| 400 | 99.4 ± 0.8 | 96.4 ± 4.7 | 98.0 ± 2.6 | 92.8 ± 7.1 |
| 450 | 99.1 ± 1.1 | 97.5 ± 1.9 | 97.5 ± 3.1 | 93.7 ± 5.5 |
| 500 | 100.0 ± 0.0 | 96.8 ± 12.7 | 99.9 ± 0.2 | 96.3 ± 12.1 |
| 550 | 100.0 ± 0.0 | 95.0 ± 14.3 | 99.9 ± 0.2 | 93.5 ± 14.5 |
| 600 | 100.0 ± 0.1 | 94.0 ± 12.0 | 99.9 ± 0.2 | 90.9 ± 13.0 |
| 650 | 100.0 ± 0.1 | 95.3 ± 10.7 | 99.5 ± 0.8 | 91.1 ± 11.9 |
| 700 | 99.9 ± 0.1 | 97.6 ± 2.7 | 99.2 ± 1.2 | 92.7 ± 8.7 |
| 750 | 99.9 ± 0.2 | 97.7 ± 3.1 | 98.5 ± 1.6 | 90.6 ± 11.3 |
| 800 | 100.0 ± 0.0 | 96.5 ± 8.3 | 99.8 ± 0.5 | 91.4 ± 12.9 |
| 850 | 100.0 ± 0.0 | 96.8 ± 4.2 | 99.7 ± 0.6 | 89.8 ± 13.8 |
| 900 | 100.0 ± 0.1 | 95.6 ± 7.7 | 99.6 ± 0.7 | 86.8 ± 17.3 |