# ModelZoo



## Classification

**HAT：**

| network | float | dataset |
| :---- | :---: | :---: |
| VargConvNet | 78.98 | ImageNet |
| efficientnasnetm | 80.25 | ImageNet |
| efficientnasnets | 76.64 | ImageNet |


## Detection


**FCOS**

| network             | backbone        | float | dataset |
| :------------------ | :-------------: | :---: |  :---:  |
| FCOS-EfficientNetB0 | EfficientNet-B0 | 36.26 | MS COCO |
| :------------------ | :-------------: | :---: |  :---:  |
| FCOS-EfficientNetB3 | EfficientNet-B3 | 48.02 | MS COCO |

## Segmentation


**UNet**

| network |  backbone   |    model     | MeanIoU | MeanAcc |  dataset   |
| :------ | :---------: | :----------: | :-----: | :-----: | :--------: |
| UNet    | MobileNetV1 |    float     |  68.02  |  76.84  | Cityscapes |


**Deeplab**

| network |  backbone   |    model     | MeanIoU | MeanAcc |  dataset   |
| :------ | :---------: | :----------: | :-----: | :-----: | :--------: |
| Deeplab | EfficientNet-B0 |    float     |  75.07  |  82.91 | Cityscapes |


**FastScnn**

| network |  backbone   |    model     | MeanIoU | MeanAcc |  dataset   |
| :------ | :---------: | :----------: | :-----: | :-----: | :--------: |
| FastScnn | EfficientNet-B0 |    float     |  69.97  |  77.06  | Cityscapes |