Enhanced NER Model Performance Comparison
Bar Colors Legend:
Precision
Recall
F1-Score
Detailed comparison of QueryNER and DeepNER including per-metric inline bars (Precision, Recall, F1-Score) and F1 % Improvement for QueryNER vs DeepNER. TP: True Positives, FP: False Positives, FN: False Negatives. Hover over bars/cells for details/raw values.
| Tag / Level |
| Overall |
0.98
|
0.85
|
0.91
|
26031 | 528 | 4690 |
0.98
|
0.79
|
0.87
|
24295 | 524 | 6426 |
+3.89% |
| Size |
0.98
|
0.87
|
0.92
|
11854 | 234 | 1700 |
0.98
|
0.80
|
0.88
|
10842 | 247 | 2712 |
+5.08% |
| Size Type |
0.97
|
0.82
|
0.89
|
11219 | 292 | 2465 |
0.97
|
0.78
|
0.87
|
10674 | 275 | 3010 |
+2.77% |
| Waist Size |
1.00
|
0.88
|
0.93
|
1482 | 0 | 209 |
1.00
|
0.82
|
0.90
|
1387 | 1 | 304 |
+3.68% |
| Inseam |
1.00
|
0.82
|
0.90
|
1476 | 2 | 316 |
1.00
|
0.78
|
0.87
|
1392 | 1 | 400 |
+3.28% |