Fact Based Text Editing On Webedit
Metrics
ADD
BLEU
DELETE
Exact Match
F1
KEEP
Precision
Recall
SARI
Results
Performance results of various models on this benchmark
Model Name | ADD | BLEU | DELETE | Exact Match | F1 | KEEP | Precision | Recall | SARI | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Table-to-Text | 27.86 | 33.75 | 0.5219 | 5.78 | 90.4 | 0.5144 | 98.23 | 83.72 | 43.83 | Fact-based Text Editing | |
| No-Editing | 3.91 | 66.67 | 0.1202 | 0 | 80.21 | 0.7862 | 84.49 | 76.34 | 31.51 | Fact-based Text Editing | |
| Text-to-Text | 25.77 | 63.61 | 0.678 | 6.22 | 79.48 | 0.8262 | 81.93 | 77.16 | 58.73 | Fact-based Text Editing | |
| FactEditor | 47.69 | 75.68 | 0.7707 | 24.8 | 93.17 | 0.9184 | 96.88 | 89.74 | 72.2 | Fact-based Text Editing | |
| EncDecEditor | 43.82 | 71.03 | 0.7548 | 20.96 | 92.51 | 0.8949 | 98.06 | 87.56 | 69.59 | Fact-based Text Editing |
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