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

|           Model           |  FLOPS  |  Params  |  precision(B)  |  recall(B)  |  mAP50(B)  |  mAP50-95(B)  |  Labels  |
|:-------------------------:|:-------:|:--------:|:--------------:|:-----------:|:----------:|:-------------:|:--------:|
|    head_detect_v1.2_s     | 3.49 k  |  11.1 M  |    0.95756     |   0.9271    |  0.97097   |    0.80514    |  `head`  |
|    head_detect_v1.2_n     |   898   |  3.01 M  |    0.96309     |   0.89766   |   0.9647   |    0.78928    |  `head`  |
|    head_detect_v1.1_s     | 3.49 k  |  11.1 M  |    0.96191     |   0.91892   |  0.97069   |    0.80182    |  `head`  |
|    head_detect_v1.0_l     | 19.4 k  |  43.6 M  |    0.95881     |   0.91532   |  0.96561   |    0.81417    |  `head`  |
|    head_detect_v1.0_x     | 31.3 k  |  68.1 M  |     0.9597     |   0.91947   |  0.96682   |    0.8154     |  `head`  |
|    head_detect_v1.0_m     | 9.53 k  |  25.8 M  |    0.95805     |   0.9196    |  0.96632   |    0.81383    |  `head`  |
|    head_detect_v1.0_s     | 3.49 k  |  11.1 M  |    0.95267     |   0.91355   |  0.96245   |    0.80371    |  `head`  |
|    head_detect_v1.0_n     |   898   |  3.01 M  |    0.93999     |   0.9002    |  0.95509   |    0.7849     |  `head`  |
|    head_detect_v0.5_s     | 3.49 k  |  11.1 M  |    0.93908     |   0.9034    |  0.95697   |    0.77514    |  `head`  |
|    head_detect_v0.5_n     |   898   |  3.01 M  |    0.93834     |   0.88034   |  0.94784   |    0.75251    |  `head`  |
| head_detect_v0.5_s_pruned | 3.49 k  |  11.1 M  |    0.95455     |   0.89865   |   0.9584   |    0.79968    |  `head`  |
| head_detect_v0.5_n_pruned |   898   |  3.01 M  |    0.95254     |   0.8743    |  0.95049   |    0.7807     |  `head`  |
| head_detect_v0.5_m_pruned | 9.53 k  |  25.8 M  |     0.9609     |   0.91365   |  0.96501   |    0.81322    |  `head`  |
|    head_detect_v0.4_s     | 3.49 k  |  11.1 M  |    0.93314     |   0.90274   |  0.95727   |    0.77193    |  `head`  |
|   head_detect_v0.4_s_fp   | 3.49 k  |  11.1 M  |    0.93181     |   0.89113   |  0.95002   |    0.76302    |  `head`  |
|    head_detect_v0.3_s     | 3.49 k  |  11.1 M  |    0.92457     |   0.90351   |  0.95785   |    0.78912    |  `head`  |
|  head_detect_v0.2_s_plus  | 3.49 k  |  11.1 M  |    0.94239     |   0.8774    |  0.94909   |    0.77986    |  `head`  |
|    head_detect_v0.2_s     | 3.49 k  |  11.1 M  |    0.91861     |   0.8898    |  0.94765   |    0.77541    |  `head`  |
|    head_detect_v0.1_s     | 3.49 k  |  11.1 M  |    0.91576     |   0.88662   |  0.94213   |    0.7713     |  `head`  |
|     head_detect_v0_n      |   898   |  3.01 M  |      N/A       |     N/A     |    N/A     |      N/A      |  `head`  |
|     head_detect_v0_s      | 3.49 k  |  11.1 M  |      N/A       |     N/A     |    N/A     |      N/A      |  `head`  |