diff --git a/docs/source/using_doctr/using_models.rst b/docs/source/using_doctr/using_models.rst index cd564c7714..007f8b2955 100644 --- a/docs/source/using_doctr/using_models.rst +++ b/docs/source/using_doctr/using_models.rst @@ -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 | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ @@ -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 | +----------------+----------------------------------------------------------+------------+---------------+------------+---------------+