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detr-layout-detection

Image Segmentation
Transformers
Safetensors
detr
Inference Endpoints
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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 | 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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@@ -45,7 +45,7 @@ Now, let's compare the performance of this model with other models.
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  | Model | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:---------------------------------------------------------------------------------------------:|:---------------:|:-----------:|:---------------:|
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- | cmarkea/detr-layout-detection | 89.72 | 76.42 | 87.06 |
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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 | 95.82 | NA | NA |
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+ | Caption | 82.68 | 74.71 | 69.05 |
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+ | Footnote | 78.19 | 74.71 | 74.19 |
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+ | Formula | 87.25 | 76.31 | 97.79 |
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+ | List-item | 81.43 | 77.0 | 90.62 |
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+ | Page-footer | 82.01 | 69.86 | 96.64 |
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+ | Page-header | 68.32 | 77.68 | 88.3 |
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+ | Picture | 81.04 | 81.84 | 90.88 |
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+ | Section-header | 73.52 | 73.46 | 85.96 |
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+ | Table | 78.59 | 85.45 | 90.58 |
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+ | Text | 91.93 | 83.16 | 91.8 |
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+ | Title | 70.38 | 74.13 | 63.33 |
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  ## Benchmark
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  | Model | f1-score (x100) | GIoU (x100) | accuracy (x100) |
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  |:---------------------------------------------------------------------------------------------:|:---------------:|:-----------:|:---------------:|
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+ | cmarkea/detr-layout-detection | 91.27 | 80.66 | 90.46 |
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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