From 330dbb8c5dbc1767e62aa89120fc2578c081b6bf Mon Sep 17 00:00:00 2001 From: felix Date: Tue, 9 Jan 2024 08:43:51 +0100 Subject: [PATCH] update TF linknet benchmarks --- docs/source/using_doctr/using_models.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/using_doctr/using_models.rst b/docs/source/using_doctr/using_models.rst index e4eb4a9924..fe34f2b633 100644 --- a/docs/source/using_doctr/using_models.rst +++ b/docs/source/using_doctr/using_models.rst @@ -40,11 +40,11 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ | TensorFlow | db_mobilenet_v3_large | (1024, 1024, 3) | 4.2 M | 78.27 | 82.77 | 80.99 | 66.57 | 0.5 | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ -| TensorFlow | linknet_resnet18 | (1024, 1024, 3) | 11.5 M | 78.23 | 83.77 | 82.88 | 82.42 | 0.7 | +| TensorFlow | linknet_resnet18 | (1024, 1024, 3) | 11.5 M | 81.37 | 84.08 | 85.71 | 83.70 | 0.7 | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ -| TensorFlow | linknet_resnet34 | (1024, 1024, 3) | 21.6 M | 82.14 | 87.64 | 85.55 | 86.02 | 0.8 | +| TensorFlow | linknet_resnet34 | (1024, 1024, 3) | 21.6 M | 82.20 | 85.49 | 87.63 | 87.17 | 0.8 | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ -| TensorFlow | linknet_resnet50 | (1024, 1024, 3) | 28.8 M | 79.00 | 84.79 | 85.89 | 65.75 | 1.1 | +| TensorFlow | linknet_resnet50 | (1024, 1024, 3) | 28.8 M | 80.70 | 83.51 | 86.46 | 84.94 | 1.1 | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+ | PyTorch | db_resnet34 | (1024, 1024, 3) | 22.4 M | | | | | | +----------------+---------------------------------+-----------------+--------------+------------+---------------+------------+---------------+--------------------+