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---
license: mit
datasets:
- deepghs/anime_head_detection
metrics:
- f1
pipeline_tag: object-detection
tags:
- art
---

|           Model           |  FLOPS  |  Params  |  F1 Score  |  Threshold  |  precision(B)  |  recall(B)  |  mAP50(B)  |  mAP50-95(B)  |                                                   F1 Plot                                                    |                                                              Confusion                                                               |                                                    Labels                                                     |
|:-------------------------:|:-------:|:--------:|:----------:|:-----------:|:--------------:|:-----------:|:----------:|:-------------:|:------------------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------:|
|    head_detect_v1.3_s     |  3.49k  |  11.1M   |    0.94    |    0.423    |    0.95734     |   0.9257    |  0.97037   |    0.80391    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_s/labels.json)     |
|    head_detect_v1.3_n     |   898   |  3.01M   |    0.93    |    0.409    |    0.95254     |   0.90674   |  0.96258   |    0.7844     |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_n/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_n/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.3_n/labels.json)     |
|    head_detect_v1.2_s     |  3.49k  |  11.1M   |    0.94    |    0.415    |    0.95756     |   0.9271    |  0.97097   |    0.80514    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_s/labels.json)     |
|    head_detect_v1.2_n     |   898   |  3.01M   |    0.93    |    0.471    |    0.96309     |   0.89766   |   0.9647   |    0.78928    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_n/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_n/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.2_n/labels.json)     |
|    head_detect_v1.1_s     |  3.49k  |  11.1M   |    0.94    |    0.485    |    0.96191     |   0.91892   |  0.97069   |    0.80182    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.1_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.1_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.1_s/labels.json)     |
|    head_detect_v1.0_l     |  19.4k  |  43.6M   |    0.94    |    0.579    |    0.95881     |   0.91532   |  0.96561   |    0.81417    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_l/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_l/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_l/labels.json)     |
|    head_detect_v1.0_x     |  31.3k  |  68.1M   |    0.94    |    0.567    |     0.9597     |   0.91947   |  0.96682   |    0.8154     |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_x/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_x/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_x/labels.json)     |
|    head_detect_v1.0_m     |  9.53k  |  25.8M   |    0.94    |    0.489    |    0.95805     |   0.9196    |  0.96632   |    0.81383    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_m/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_m/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_m/labels.json)     |
|    head_detect_v1.0_s     |  3.49k  |  11.1M   |    0.93    |    0.492    |    0.95267     |   0.91355   |  0.96245   |    0.80371    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_s/labels.json)     |
|    head_detect_v1.0_n     |   898   |  3.01M   |    0.92    |    0.375    |    0.93999     |   0.9002    |  0.95509   |    0.7849     |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_n/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_n/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v1.0_n/labels.json)     |
|    head_detect_v0.5_s     |  3.49k  |  11.1M   |    0.92    |    0.415    |    0.93908     |   0.9034    |  0.95697   |    0.77514    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s/labels.json)     |
|    head_detect_v0.5_n     |   898   |  3.01M   |    0.91    |    0.446    |    0.93834     |   0.88034   |  0.94784   |    0.75251    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n/labels.json)     |
| head_detect_v0.5_s_pruned |  3.49k  |  11.1M   |    0.93    |    0.472    |    0.95455     |   0.89865   |   0.9584   |    0.79968    | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s_pruned/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s_pruned/confusion_matrix_normalized.png) | [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_s_pruned/labels.json) |
| head_detect_v0.5_n_pruned |   898   |  3.01M   |    0.91    |    0.523    |    0.95254     |   0.8743    |  0.95049   |    0.7807     | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n_pruned/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n_pruned/confusion_matrix_normalized.png) | [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_n_pruned/labels.json) |
| head_detect_v0.5_m_pruned |  9.53k  |  25.8M   |    0.94    |    0.52     |     0.9609     |   0.91365   |  0.96501   |    0.81322    | [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_m_pruned/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_m_pruned/confusion_matrix_normalized.png) | [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.5_m_pruned/labels.json) |
|    head_detect_v0.4_s     |  3.49k  |  11.1M   |    0.92    |    0.405    |    0.93314     |   0.90274   |  0.95727   |    0.77193    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s/labels.json)     |
|   head_detect_v0.4_s_fp   |  3.49k  |  11.1M   |    0.91    |    0.445    |    0.93181     |   0.89113   |  0.95002   |    0.76302    |   [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s_fp/F1_curve.png)   |   [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s_fp/confusion_matrix_normalized.png)   |   [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.4_s_fp/labels.json)   |
|    head_detect_v0.3_s     |  3.49k  |  11.1M   |    0.91    |    0.406    |    0.92457     |   0.90351   |  0.95785   |    0.78912    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.3_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.3_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.3_s/labels.json)     |
|  head_detect_v0.2_s_plus  |  3.49k  |  11.1M   |    0.91    |    0.594    |    0.94239     |   0.8774    |  0.94909   |    0.77986    |  [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s_plus/F1_curve.png)  |  [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s_plus/confusion_matrix_normalized.png)  |  [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s_plus/labels.json)  |
|    head_detect_v0.2_s     |  3.49k  |  11.1M   |    0.9     |    0.461    |    0.91861     |   0.8898    |  0.94765   |    0.77541    |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.2_s/labels.json)     |
|    head_detect_v0.1_s     |  3.49k  |  11.1M   |    0.9     |    0.504    |    0.91576     |   0.88662   |  0.94213   |    0.7713     |    [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.1_s/F1_curve.png)     |    [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.1_s/confusion_matrix_normalized.png)     |    [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0.1_s/labels.json)     |
|     head_detect_v0_n      |   898   |  3.01M   |    0.9     |    0.316    |      N/A       |     N/A     |    N/A     |      N/A      |     [plot](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_n/F1_curve.png)      |           [confusion](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_n/confusion_matrix.png)           |     [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_n/labels.json)      |
|     head_detect_v0_s      |  3.49k  |  11.1M   |    N/A     |     N/A     |      N/A       |     N/A     |    N/A     |      N/A      |                                                     N/A                                                      |                                                                 N/A                                                                  |     [`head`](https://huggingface.co/deepghs/anime_head_detection/blob/main/head_detect_v0_s/labels.json)      |