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add AFNet
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ArcherFMY committed Mar 6, 2019
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Expand Up @@ -18,6 +18,24 @@ Only Deep Learning based methods for now.

NOTE: papers please see my another [repo](https://github.com/ArcherFMY/Paper_Reading_List/blob/master/Image-01-Salient-Object-Detection.md)

<body>
<table>
<p>2019</p>
<tr>
<th>Method Name</th>
<td align="center">AFNet</td>
</tr>
<tr>
<th>Platform</th>
<td align="center">Caffe</td>
</tr>
<tr>
<th>Model Size</th>
<td align="center">143.9</td>
</tr>
</table>
</body>

<body>
<table>
<p>2018</p>
Expand Down Expand Up @@ -152,6 +170,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| AFNet | 2019 |.935|.908|.042|.914|.839|.835|.857|
| BMPM | 2018 |.929|.869|.045|.911|.838|.821|.854|
| DGRL | 2018 |.922|.906|.041|.903|.830|.838|.846|
| PAGR | 2018 |.927|.894|.061|.889|.806|.770|.825|
Expand Down Expand Up @@ -183,6 +202,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| AFNet | 2019 |.868|.826|.071|.850|.736|.743|.760|
| BMPM | 2018 |.862|.769|.074|.845|.732|.728|.753|
| DGRL | 2018 |.854|.825|.072|.836|.736|.742|.747|
| PAGR | 2018 |.856|.807|.093|.818|.690|.664|.713|
Expand Down Expand Up @@ -214,6 +234,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| AFNet | 2019 |.797|.738|.057|.826|.653|.660|.682|
| BMPM | 2018 |.774|.692|.064|.809|.632|.627|.654|
| DGRL | 2018 |.774|.733|.062|.806|.640|.649|.657|
| PAGR | 2018 |.771|.711|.071|.775|.586|.555|.611|
Expand Down Expand Up @@ -245,7 +266,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| Ours | - |.923|.888|.036|.905|.814|.809|.835|
| AFNet | 2019 |.923|.888|.036|.905|.814|.809|.835|
| BMPM | 2018 |.921|.871|.039|.907|.818|.801|.838|
| DGRL | 2018 |.910|.890|.036|.895|.802|.811|.820|
| PAGR | 2018 |.918|.886|.048|.887|.791|.753|.814|
Expand Down Expand Up @@ -277,6 +298,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| AFNet | 2019 |.862|.797|.046|.866|.721|.719|.748|
| BMPM | 2018 |.851|.751|.049|.861|.706|.698|.736|
| DGRL | 2018 |.829|.798|.050|.841|.692|.703|.713|
| PAGR | 2018 |.855|.788|.056|.837|.685|.642|.713|
Expand Down Expand Up @@ -308,7 +330,7 @@ All saliency maps are provided by the authors or calculated using their released
|Methods | year | max F-measure | mean F-measure | MAE | [S-measure](https://github.com/DengPingFan/S-measure) | IoU(@ max Fm) | mean IoU | max IoU |
| :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: |
| Ours | - |.856|.809|.109|.777|.670|.626|.693|
| AFNet | 2019 |.856|.809|.109|.777|.670|.626|.693|
| BMPM | 2018 |.855|.763|.107|.787|.675|.633|.692|
| DGRL | 2018 |.845|.799|.104|.771|.655|.642|.668|
| PAGR | 2018 | | | | | | | |
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