---
license: gpl-3.0
datasets:
- deepghs/AnimeText
metrics:
- precision
- recall
- f1
pipeline_tag: object-detection
---

These are the [YOLO12](https://docs.ultralytics.com/models/yolo12/) models for our dataset [AnimeText: A Large-scale Dataset for Robust Complex Anime Scene Text Detection](https://huggingface.co/datasets/deepghs/AnimeText).

You can try them in our [online demo](https://huggingface.co/spaces/deepghs/AnimeText_yolo).

|       Model       |  Type  |  FLOPS  |  Params  |  F1 Score  |  Threshold  |  precision(B)  |  recall(B)  |  mAP50(B)  |  mAP50-95(B)  |                                            F1 Plot                                             |                                                       Confusion                                                        |    Labels    |
|:-----------------:|:------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:----------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------------------------------------------------------:|:------------:|
| yolo12x_animetext |  yolo  |  200G   |  59.1M   |    0.9     |    0.425    |    0.89785     |   0.89292   |  0.95167   |    0.89656    | [plot](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12x_animetext/F1_curve.png) | [confusion](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12x_animetext/confusion_matrix_normalized.png) | `text_block` |
| yolo12l_animetext |  yolo  |  89.4G  |  26.4M   |    0.89    |    0.426    |    0.89415     |   0.8906    |  0.94905   |    0.88587    | [plot](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12l_animetext/F1_curve.png) | [confusion](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12l_animetext/confusion_matrix_normalized.png) | `text_block` |
| yolo12m_animetext |  yolo  |  67.7G  |  20.1M   |    0.89    |    0.299    |    0.88725     |   0.88466   |  0.94556   |    0.87804    | [plot](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12m_animetext/F1_curve.png) | [confusion](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12m_animetext/confusion_matrix_normalized.png) | `text_block` |
| yolo12n_animetext |  yolo  |  6.48G  |  2.57M   |    0.86    |    0.251    |     0.8649     |   0.85504   |   0.9231   |    0.83449    | [plot](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12n_animetext/F1_curve.png) | [confusion](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12n_animetext/confusion_matrix_normalized.png) | `text_block` |
| yolo12s_animetext |  yolo  |  21.5G  |  9.25M   |    0.88    |    0.272    |    0.87922     |   0.87581   |  0.93891   |    0.86523    | [plot](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12s_animetext/F1_curve.png) | [confusion](https://huggingface.co/deepghs/AnimeText_yolo/blob/main/yolo12s_animetext/confusion_matrix_normalized.png) | `text_block` |