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add last tf benchmarks
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felixdittrich92 committed Sep 8, 2023
1 parent 10e6a56 commit 2d7ed4d
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8 changes: 4 additions & 4 deletions docs/source/using_doctr/using_models.rst
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Expand Up @@ -147,9 +147,9 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| Tensorflow | vitstr_small | (32, 128, 3) | 21.4 M | 83.01 | 83.84 | 86.57 | 87.00 | 2.0 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| TensorFlow | vitstr_base | (32, 128, 3) | 85.2 M | | | | | 5.8 |
| TensorFlow | vitstr_base | (32, 128, 3) | 85.2 M | 85.98 | 86.70 | 90.47 | 90.95 | 5.8 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| TensorFlow | parseq | (32, 128, 3) | 23.8 M | | | | | 3.6 |
| TensorFlow | parseq | (32, 128, 3) | 23.8 M | 81.62 | 82.29 | 79.13 | 79.52 | 3.6 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | crnn_vgg16_bn | (32, 128, 3) | 15.8 M | 86.54 | 87.41 | 94.29 | 94.69 | 0.6 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
Expand Down Expand Up @@ -228,9 +228,9 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + vitstr_small | 64.58 | 68.91 | 74.66 | 72.37 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + vitstr_base | | | | |
| TensorFlow | db_resnet50 + vitstr_base | 66.89 | 71.37 | 79.11 | 76.68 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + parseq | | | | |
| TensorFlow | db_resnet50 + parseq | 65.77 | 70.18 | 71.57 | 69.37 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + crnn_vgg16_bn | 67.82 | 73.35 | 84.84 | 83.27 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
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