---
metrics:
- f1
- recall
- precision
pipeline_tag: object-detection
library_name: dghs-imgutils
---

|       Model        |  Type  |  FLOPS  |  Params  |  F1 Score  |  Threshold  |  precision(B)  |  recall(B)  |  mAP50(B)  |  mAP50-95(B)  |                                            F1 Plot                                             |                                                       Confusion                                                        |             Labels              |
|:------------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:----------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------:|:-------------------------------:|
|   v2023.12.07_n    |  yolo  |  8.2G   |  3.01M   |    0.88    |    0.366    |    0.90141     |   0.85407   |  0.91384   |    0.68565    |   [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_n/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2023.12.07_n/confusion_matrix_normalized.png)    | `body`, `face`, `frame`, `text` |
|   v2021.12.30_s    |  yolo  |  28.7G  |  11.1M   |    0.9     |    0.374    |    0.92144     |   0.88396   |  0.93627   |    0.72851    |   [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s/confusion_matrix_normalized.png)    | `body`, `face`, `frame`, `text` |
|   v2021.12.30_n    |  yolo  |  8.2G   |  3.01M   |    0.88    |    0.355    |    0.90894     |   0.85875   |  0.91804   |    0.69184    |   [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n/F1_curve.png)    |   [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n/confusion_matrix_normalized.png)    | `body`, `face`, `frame`, `text` |
| v2021.12.30_x_yv11 |  yolo  |  195G   |  56.9M   |    0.92    |    0.366    |    0.93145     |   0.91217   |  0.95416   |    0.76876    | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_x_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
| v2021.12.30_l_yv11 |  yolo  |  87.3G  |  25.3M   |    0.92    |    0.383    |    0.93265     |   0.90913   |   0.9527   |    0.7648     | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_l_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
| v2021.12.30_m_yv11 |  yolo  |  68.2G  |  20.1M   |    0.92    |    0.372    |    0.93163     |   0.90535   |  0.95104   |    0.76011    | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_m_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
| v2021.12.30_n_yv11 |  yolo  |  6.44G  |  2.59M   |    0.88    |    0.356    |     0.9086     |   0.85731   |  0.91858   |    0.69587    | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_n_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |
| v2021.12.30_s_yv11 |  yolo  |  21.6G  |  9.43M   |    0.9     |    0.368    |     0.9232     |   0.88748   |  0.93949   |    0.73393    | [plot](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s_yv11/F1_curve.png) | [confusion](https://huggingface.co/deepghs/manga109_yolo/blob/main/v2021.12.30_s_yv11/confusion_matrix_normalized.png) | `body`, `face`, `frame`, `text` |