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| YOLOv6s | Base模型 | 640*640 | 42.4 | 9.06ms | 2.90ms | - | - | [Model](https://paddle-slim-models.bj.bcebos.com/act/yolov6s.onnx) |
| YOLOv6s | KL离线量化(量化分析前) | 640*640 | 30.3 | - | - | 1.83ms | - | - |
| YOLOv6s | KL离线量化(量化分析后) | 640*640 | 39.7 | - | - | - | - | [Infer Model](https://bj.bcebos.com/v1/paddle-slim-models/act/yolov6s_analyzed_ptq.tar) |
| YOLOv6s | avg离线量化 | 640*640 | 33.8 | - | - | 1.83ms | - | - |
| YOLOv6s | avg离线量化(+Adaround) | 640*640 | 39.2 | - | - | - | - | - |
| YOLOv6s | avg离线量化(+BRECQ) | 640*640 | 38.7 | - | - | - | - | - |
| YOLOv6s | avg离线量化(+QDrop) | 640*640 | 38.0 | - | - | - | - | - |
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