ngpthanh15/IQA-Metric-Benchmark
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trungkienbkhn
2025-09-11 09:39:02 +00:00
parent 3cbf74149a
commit 0d6091fc0c
33 changed files with 1429 additions and 875 deletions
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data/task/cni/inference_out/no_preprocessing/field_metrics.csv Normal file
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field,tp,fp,fn,precision,recall,f1,accuracy
address,13,6,14,0.684211,0.481481,0.565217,0.481481
birth_date,33,4,6,0.891892,0.846154,0.868421,0.846154
birth_place,22,2,13,0.916667,0.628571,0.745763,0.628571
doc_number,28,5,8,0.848485,0.777778,0.811594,0.777778
document_type,26,22,22,0.541667,0.541667,0.541667,0.541667
expiry_date,28,5,8,0.848485,0.777778,0.811594,0.777778
gender,34,2,4,0.944444,0.894737,0.918919,0.894737
issue_date,20,7,11,0.740741,0.645161,0.689655,0.645161
issue_place,6,3,16,0.666667,0.272727,0.387097,0.272727
name,28,12,14,0.700000,0.666667,0.682927,0.666667
nationality,33,4,7,0.891892,0.825000,0.857143,0.825000
permit_type,1,0,0,1.000000,1.000000,1.000000,1.000000
personal_number,1,0,5,1.000000,0.166667,0.285714,0.166667
remarks,0,1,1,0.000000,0.000000,0.000000,0.000000
surname,32,8,10,0.800000,0.761905,0.780488,0.761905
1 field tp fp fn precision recall f1 accuracy
2 address 13 6 14 0.684211 0.481481 0.565217 0.481481
3 birth_date 33 4 6 0.891892 0.846154 0.868421 0.846154
4 birth_place 22 2 13 0.916667 0.628571 0.745763 0.628571
5 doc_number 28 5 8 0.848485 0.777778 0.811594 0.777778
6 document_type 26 22 22 0.541667 0.541667 0.541667 0.541667
7 expiry_date 28 5 8 0.848485 0.777778 0.811594 0.777778
8 gender 34 2 4 0.944444 0.894737 0.918919 0.894737
9 issue_date 20 7 11 0.740741 0.645161 0.689655 0.645161
10 issue_place 6 3 16 0.666667 0.272727 0.387097 0.272727
11 name 28 12 14 0.700000 0.666667 0.682927 0.666667
12 nationality 33 4 7 0.891892 0.825000 0.857143 0.825000
13 permit_type 1 0 0 1.000000 1.000000 1.000000 1.000000
14 personal_number 1 0 5 1.000000 0.166667 0.285714 0.166667
15 remarks 0 1 1 0.000000 0.000000 0.000000 0.000000
16 surname 32 8 10 0.800000 0.761905 0.780488 0.761905