Download eval_report.json from harryfrz/tinydoc-5m: direct link, hf CLI and curl.
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- Download file 8.29 kB
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https://huggingface.co/harryfrz/tinydoc-5m/resolve/main/eval_report.json
- Command line
-
hf download hf://harryfrz/tinydoc-5m/eval_report.json
-
curl -L -o eval_report.json https://huggingface.co/harryfrz/tinydoc-5m/resolve/main/eval_report.json
8.29 kB
| { | |
| "parameters": { | |
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| "recognizer": 3235163, | |
| "orientation": 201716, | |
| "extractor": 415765 | |
| }, | |
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| "backend": "onnx", | |
| "sources": { | |
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| "empty_rate": 0.0536, | |
| "wrong_unflagged_rate": 0.0 | |
| } | |
| }, | |
| "exact_numeric_accuracy": 0.9164, | |
| "latency_ms_per_page": { | |
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| "p50": 130.1, | |
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| "doclaynet": { | |
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| "recall": 0.9026, | |
| "f1": 0.8937 | |
| }, | |
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| "wrong_unflagged_rate": 0.0 | |
| }, | |
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| }, | |
| "item_amounts": { | |
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| } | |
| }, | |
| "exact_numeric_accuracy": 0.9487, | |
| "latency_ms_per_page": { | |
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| "p50": 403.5, | |
| "p90": 454.9, | |
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| } | |
| } | |
| }, | |
| "wildreceipt": { | |
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| "detection": { | |
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| "recall": 0.8334, | |
| "f1": 0.8519 | |
| }, | |
| "fields": { | |
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| "wrong_rate": 0.0882, | |
| "empty_rate": 0.0647, | |
| "wrong_unflagged_rate": 0.0059 | |
| }, | |
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| }, | |
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| "wrong_rate": 0.0477, | |
| "empty_rate": 0.4874, | |
| "wrong_unflagged_rate": 0.0126 | |
| } | |
| }, | |
| "exact_numeric_accuracy": 0.834, | |
| "latency_ms_per_page": { | |
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| "extract": 1.8, | |
| "assemble": 0.5 | |
| } | |
| } | |
| } | |
| }, | |
| "synthetic_unseen_fonts": { | |
| "receipt": { | |
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| "doc_type_accuracy": 1.0, | |
| "fields": { | |
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| "wrong_rate": 0.0, | |
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| "merchant_name": { | |
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| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "item_count": { | |
| "accuracy": 0.81, | |
| "n": 100 | |
| }, | |
| "item_amounts": { | |
| "accuracy": 0.78, | |
| "n": 100 | |
| }, | |
| "invoice_number": { | |
| "accuracy": 0.9634, | |
| "n": 82, | |
| "wrong_rate": 0.0366, | |
| "empty_rate": 0.0, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "amount_paid": { | |
| "accuracy": 1.0, | |
| "n": 52, | |
| "wrong_rate": 0.0, | |
| "empty_rate": 0.0, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "change": { | |
| "accuracy": 1.0, | |
| "n": 14, | |
| "wrong_rate": 0.0, | |
| "empty_rate": 0.0, | |
| "wrong_unflagged_rate": 0.0 | |
| } | |
| }, | |
| "exact_numeric_accuracy": 0.9939 | |
| }, | |
| "invoice": { | |
| "documents": 100, | |
| "doc_type_accuracy": 1.0, | |
| "fields": { | |
| "subtotal": { | |
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| "empty_rate": 0.06, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "tax": { | |
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| "wrong_unflagged_rate": 0.0 | |
| }, | |
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| "accuracy": 0.96, | |
| "n": 100, | |
| "wrong_rate": 0.04, | |
| "empty_rate": 0.0, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "invoice_number": { | |
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| "n": 100, | |
| "wrong_rate": 0.05, | |
| "empty_rate": 0.0, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "date": { | |
| "accuracy": 0.96, | |
| "n": 100, | |
| "wrong_rate": 0.0, | |
| "empty_rate": 0.24, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "merchant_name": { | |
| "accuracy": 0.99, | |
| "n": 100, | |
| "wrong_rate": 0.0, | |
| "empty_rate": 0.01, | |
| "wrong_unflagged_rate": 0.0 | |
| }, | |
| "item_count": { | |
| "accuracy": 0.48, | |
| "n": 100 | |
| }, | |
| "item_amounts": { | |
| "accuracy": 0.41, | |
| "n": 100 | |
| } | |
| }, | |
| "exact_numeric_accuracy": 0.9067 | |
| } | |
| }, | |
| "inline_maths": { | |
| "synthetic_unseen_fonts": { | |
| "lines": 300, | |
| "cer": 0.0054, | |
| "exact": 0.94, | |
| "math_char_recall": 0.9877, | |
| "math_chars": 571, | |
| "invented_math_chars": 4 | |
| }, | |
| "doclaynet": { | |
| "lines": 61, | |
| "cer": 0.8474, | |
| "exact": 0.0, | |
| "math_char_recall": 0.0556, | |
| "math_chars": 72, | |
| "invented_math_chars": 1 | |
| } | |
| } | |
| } |