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add master tf report
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felixdittrich92 committed Jul 24, 2023
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6 changes: 3 additions & 3 deletions docs/source/using_doctr/using_models.rst
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Expand Up @@ -133,15 +133,15 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+-----------------------------------------------------------------------------------+----------------------------+----------------------------+--------------------+
| | FUNSD | CORD | |
+================+=================================+=================+==============+============+===============+============+===============+====================+
| **Backend** | **Architecture** | **Input shape** | **# params** | **Exact** | **Partial** | **Exact** | **Partial** | **sec/it (B: 1)** |
| **Backend** | **Architecture** | **Input shape** | **# params** | **Exact** | **Partial** | **Exact** | **Partial** | **sec/it (B: 64)** |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| TensorFlow | crnn_vgg16_bn | (32, 128, 3) | 15.8 M | 88.12 | 88.85 | 94.68 | 95.10 | 0.9 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| Tensorflow | crnn_mobilenet_v3_small | (32, 128, 3) | 2.1 M | 86.88 | 87.61 | 92.28 | 92.73 | 0.25 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| TensorFlow | crnn_mobilenet_v3_large | (32, 128, 3) | 4.5 M | | | | | 0.34 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| Tensorflow | master | (32, 128, 3) | 58.8 M | | | | | 22.3 |
| Tensorflow | master | (32, 128, 3) | 58.8 M | 87.44 | 88.21 | 93.83 | 94.25 | 22.3 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| TensorFlow | sar_resnet31 | (32, 128, 3) | 57.2 M | | | | | 7.1 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
Expand Down Expand Up @@ -183,7 +183,7 @@ While most of our recognition models were trained on our french vocab (cf. :ref:
*Disclaimer: both FUNSD subsets combine have 30595 word-level crops which might not be representative enough of the model capabilities*

Seconds per iteration (with a batch size of 1) is computed after a warmup phase of 100 tensors, by measuring the average number of processed tensors per second over 1000 samples. Those results were obtained on a `11th Gen Intel(R) Core(TM) i7-11800H @ 2.30GHz`.
Seconds per iteration (with a batch size of 64) is computed after a warmup phase of 100 tensors, by measuring the average number of processed tensors per second over 1000 samples. Those results were obtained on a `11th Gen Intel(R) Core(TM) i7-11800H @ 2.30GHz`.


Recognition predictors
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