TABLE 2. Softmax Results for the Semi-Supervised and Supervised Models With Different Numbers of Labels
. Higher Values Indicate Higher Model Confidence. The Higher the Better for Correct Estimations, and the Lower the Better for Incorrect Estimations.
![]() |
Desc. stat. |
correct NO-SSDL |
wrong NO-SSDL |
JS div. No SSDL |
correct SSDL |
wrong SSDL |
JS div. No SSDL |
|---|---|---|---|---|---|---|---|
| 20 |
![]() |
0.8216 | 0.7343 | 0.2407 | 0.9452 | 0.7481 | 0.5812 |
| s | 0.1384 | 0.1457 | 0.0932 | 0.1298 | |||
| 30 |
![]() |
0.8594 | 0.7207 | 0.3554 | 0.9597 | 0.7722 | 0.5497 |
| s | 0.1337 | 0.1429 | 0.0755 | 0.1556 | |||
| 60 |
![]() |
0.9159 | 0.7128 | 0.506587 | 0.9301 | 0.7315 | 0.5462 |
| s | 0.1116 | 0.1504 | 0.0986 | 0.1384 | |||
| 70 |
![]() |
0.9097 | 0.7387 | 0.4514 | 0.9232 | 0.7309 | 0.4976 |
| s | 0.1167 | 0.1535 | 0.1066 | 0.1467 | |||
| 100 |
![]() |
0.9324 | 0.7297 | 0.5067 | 0.8445 | 0.7254 | 0.2872 |
| s | 0.1016 | 0.1471 | 0.1438 | 0.1505 |









