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Document confusion matrices in README

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@@ -103,6 +103,16 @@ Hub split: 9,110 train / 1,000 val / 851 test (work-stratified). Benchmark holdo
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  Run benchmark eval for `center_crop_all/` with `--preprocess center_crop_whole_page` to match training.
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  ## Training data
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  | Class | Train | Validation | Test | Total |
 
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  Run benchmark eval for `center_crop_all/` with `--preprocess center_crop_whole_page` to match training.
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+ ### Test confusion matrices (851 pages)
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+ | Variant | uchen→uchen | uchen→ume | ume→uchen | ume→ume |
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+ |---------|------------:|----------:|----------:|--------:|
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+ | **`center_crop_all/`** | 94 | 3 | 3 | 751 |
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+ | **`without_preprocess/`** | 97 | 2 | 165 | 603 |
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+ | `with_preprocess/` | 99 | 0 | 381 | 387 |
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+ See `confusion_matrix.json` and `confusion_matrix.png` in each variant folder on the Hub.
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  ## Training data
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  | Class | Train | Validation | Test | Total |