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cmarkea
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detr-layout-detection

Object Detection
Transformers
Safetensors
detr
image-segmentation
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@@ -26,18 +26,18 @@ dataset of DocLayNet.
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  | Class | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:--------------:|:---------------:|:-----------:|:---------------:|
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- | Background | 91.69 | NA | NA |
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- | Caption | 41.17 | 29.84 | 21.43 |
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- | Footnote | 0 | 24.42 | 0 |
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- | Formula | 66.74 | 43.28 | 66.30 |
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- | List-item | 55.41 | 42.39 | 85.63 |
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- | Page-footer | 70.95 | -9.69 | 70.80 |
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- | Page-header | 53.28 | 37.41 | 66.85 |
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- | Picture | 68.66 | 64.90 | 93.31 |
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- | Section-header | 50.52 | 20.90 | 50.54 |
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- | Table | 70.31 | 69.28 | 70.40 |
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- | Text | 81.87 | 52.53 | 77.96 |
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- | Title | 0 | 31.90 | 0 |
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  ## Benchmark
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@@ -45,7 +45,7 @@ Now, let's compare the performance of this model with other models.
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  | Class | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:---------------------------------------------------------------------------------------------:|:---------------:|:-----------:|:---------------:|
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- | cmarkea/detr-layout-detection | 84.23 | 43.84 | 71.98 |
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  | [cmarkea/dit-base-layout-detection](https://huggingface.co/cmarkea/dit-base-layout-detection) | 90.77 | 56.29 | 85.26 |
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  ## Direct Use
 
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  | Class | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:--------------:|:---------------:|:-----------:|:---------------:|
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+ | Background | 94.27 | NA | NA |
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+ | Caption | 72.08 | 67.17 | 43.45 |
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+ | Footnote | 0 | 67.33 | 0 |
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+ | Formula | 83 | 72.7 | 93.92 |
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+ | List-item | 73.12 | 70.62 | 90.26 |
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+ | Page-footer | 85.37 | 67.66 | 97.42 |
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+ | Page-header | 65.55 | 71.54 | 85.24 |
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+ | Picture | 77.66 | 80.92 | 91.19 |
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+ | Section-header | 67.84 | 69.25 | 85.85 |
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+ | Table | 79.75 | 81.76 | 90.13 |
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+ | Text | 89.74 | 79.51 | 88 |
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+ | Title | 48.74 | 52.04 | 36.67 |
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  ## Benchmark
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  | Class | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:---------------------------------------------------------------------------------------------:|:---------------:|:-----------:|:---------------:|
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+ | cmarkea/detr-layout-detection | 89.72 | 76.42 | |
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  | [cmarkea/dit-base-layout-detection](https://huggingface.co/cmarkea/dit-base-layout-detection) | 90.77 | 56.29 | 85.26 |
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  ## Direct Use