IAM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Handwritten text recognition | IAM (test) | CER3.2 | 102 | |
| Handwriting Recognition | IAM | CER2.38 | 39 | |
| Handwritten Text Recognition | IAM-A (test) | CER (%)2.26 | 24 | |
| Handwritten Text Recognition | IAM Aachen (test) | CER2.26 | 23 | |
| Handwritten Text Recognition | IAM 30 (test) | WRA94.8 | 18 | |
| Handwritten Text Generation | IAM word-level | FID15.54 | 16 | |
| Handwriting generation | IAM (test) | FID10.2 | 16 | |
| Handwritten Text Recognition | IAM LAM (test) | CER2.7 | 13 | |
| Handwritten Text Recognition | IAM | Character Error Rate (CER)3.32 | 12 | |
| Handwritten Text Recognition | IAM A partition (test) | CER2.75 | 12 | |
| Handwritten Text Recognition | IAM (val) | CER3.04 | 9 | |
| Handwritten Text Recognition | IAM (Lexicon split (Target)) | CER12.9 | 8 | |
| Handwriting Synthesis | IAM lines | FID12.89 | 8 | |
| Handwritten Text Generation | IAM Lines | FID12.89 | 8 | |
| Handwriting Recognition | IAM Paragraph Level (test) | Mean Test CER (w/o LM)6.3 | 7 | |
| Handwriting Generation | IAM (OOV-U) | FID102.22 | 7 | |
| Handwriting Generation | IAM (OOV-S) | FID98.57 | 7 | |
| Handwriting Generation | IAM (IV-U) | FID91.11 | 7 | |
| Handwriting Generation | IAM (IV-S) | FID88.2 | 7 | |
| Handwritten Text Recognition | IAM-B (test) | CER3.5 | 6 | |
| Handwriting Recognition | IAM page paragraph | CER4.5 | 6 | |
| Handwriting Recognition | IAM Offline (test) | Accuracy59.2 | 6 | |
| Handwriting Recognition | IAM Online | Accuracy56.7 | 6 | |
| Handwriting Recognition | IAM Single Line (test) | Mean Test CER (w/o LM)4.7 | 5 | |
| Named Entity Recognition (18 classes) | IAM (Custom) | Macro F10.536 | 5 |
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