| model                          |  mAP  |
|--------------------------------|-------|
| TResnet-D-FLq_ema_2-40000.ckpt | 13.11 |
| TResnet-D-FLq_ema_4-10000.ckpt | 16.36 |
| TResnet-D-FLq_ema_6-10000.ckpt | 20.45 |
| TResnet-D-FLq_ema_6-30000.ckpt | 20.90 |
| ml_caformer_m36-3-80000.ckpt      | 30.66 |