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add benchmarks vitstr base sar - remove sar from ende to end benchmar…
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…k atm
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felixdittrich92 committed Oct 27, 2023
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Showing 1 changed file with 3 additions and 7 deletions.
10 changes: 3 additions & 7 deletions docs/source/using_doctr/using_models.rst
Original file line number Diff line number Diff line change
Expand Up @@ -159,11 +159,11 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | master | (32, 128, 3) | 58.7 M | 88.57 | 89.39 | 95.73 | 96.21 | 17.6 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | sar_resnet31 | (32, 128, 3) | 55.4 M | | | | | 4.9 |
| PyTorch | sar_resnet31 | (32, 128, 3) | 55.4 M | 88.10 | 88.88 | 94.83 | 95.29 | 4.9 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | vitstr_small | (32, 128, 3) | 21.4 M | 88.00 | 88.82 | 95.40 | 95.78 | 1.5 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | vitstr_base | (32, 128, 3) | 85.2 M | | | | | 4.1 |
| PyTorch | vitstr_base | (32, 128, 3) | 85.2 M | 88.33 | 89.09 | 95.32 | 95.71 | 4.1 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
| PyTorch | parseq | (32, 128, 3) | 23.8 M | 88.53 | 89.24 | 95.56 | 95.91 | 2.2 |
+----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+
Expand Down Expand Up @@ -222,8 +222,6 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + crnn_mobilenet_v3_large | 70.01 | 74.70 | 83.28 | 80.73 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + sar_resnet31 | 68.75 | 73.76 | 78.56 | 76.24 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + master | 68.75 | 73.76 | 78.56 | 76.24 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| TensorFlow | db_resnet50 + vitstr_small | 64.58 | 68.91 | 74.66 | 72.37 |
Expand All @@ -238,13 +236,11 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + crnn_mobilenet_v3_large | 68.45 | 74.63 | 84.86 | 83.27 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + sar_resnet31 | | | | |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + master | 69.22 | 75.46 | 86.11 | 84.54 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + vitstr_small | 68.13 | 74.27 | 85.70 | 84.14 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + vitstr_base | | | | |
| PyTorch | db_resnet50 + vitstr_base | 69.10 | 75.33 | 85.80 | 84.24 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
| PyTorch | db_resnet50 + parseq | 69.01 | 75.24 | 86.01 | 84.44 |
+----------------+----------------------------------------------------------+------------+---------------+------------+---------------+
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