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 |