diff --git a/README.md b/README.md index 9293fa1..3b07da7 100644 --- a/README.md +++ b/README.md @@ -24,14 +24,26 @@ NOTE: papers please see my another [repo](https://github.com/ArcherFMY/Paper_Rea Method Name AFNet + PoolNet + BASNet + CPD + MLMSNet Platform Caffe + PyTorch + PyTorch + PyTorch + PyTorch Model Size - 143.9 + 143.9 MB + 278.5 MB (ResNet50) + 348.5 MB (ResNet34) + 192.0 MB (ResNet50) + 297.6 MB @@ -60,11 +72,11 @@ NOTE: papers please see my another [repo](https://github.com/ArcherFMY/Paper_Rea Model Size - - 648.0 MB + 648.0 MB (ResNet50) - 81.0 MB - 153.3/197.2 MB (VGG/Res50) - 225.3 MB + 153.3/197.2 MB (VGG/ResNet50) + 225.3 MB (ResNeXt101) @@ -94,7 +106,7 @@ NOTE: papers please see my another [repo](https://github.com/ArcherFMY/Paper_Rea Model Size 132.6 MB 117.9 MB - 213.1 MB + 213.1 MB (ResNet50) 331.8 MB 425.9 MB 447.3 MB @@ -170,6 +182,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.928|.868|.045|.911|.838|.821|.854| +| CPD-R | 2019 |.939|.917|.037|.918|.849|.847|.865| +| BASNet | 2019 |.942|.879|.037|.916|.860|.855|.870| +| PoolNet | 2019 |.949|.918|.035|.926|.862|.858|.879| | 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| @@ -202,6 +218,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.862|.769|.074|.845|.732|.728|.753| +| CPD-R | 2019 |.869|.829|.072|.847|.726|.743|.757| +| BASNet | 2019 |.862|.779|.077|.837|.733|.740|.749| +| PoolNet | 2019 |.890|.837|.065|.866|.763|.768|.784| | 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| @@ -234,6 +254,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.774|.692|.064|.809|.632|.627|.654| +| CPD-R | 2019 |.796|.747|.056|.824|.656|.659|.681| +| BASNet | 2019 |.805|.755|.057|.836|.682|.699|.711| +| PoolNet | 2019 |.805|.752|.054|.831|.670|.669|.692| | 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| @@ -266,6 +290,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.921|.871|.039|.906|.818|.801|.838| +| CPD-R | 2019 |.927|.894|.033|.908|.819|.817|.839| +| BASNet | 2019 |.928|.896|.032|.909|.839|.832|.848| +| PoolNet | 2019 |.936|.903|.030|.919|.840|.834|.858| | 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| @@ -298,6 +326,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.851|.751|.049|.861|.706|.698|.736| +| CPD-R | 2019 |.866|.810|.044|.869|.724|.725|.752| +| BASNet | 2019 |.859|.796|.048|.865|.742|.741|.756| +| PoolNet | 2019 |.889|.825|.037|.886|.759|.754|.783| | 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| @@ -330,6 +362,10 @@ 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 | | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | :-: | +| MLMSNet | 2019 |.855|.763|.107|.787|.675|.633|.692| +| CPD-R | 2019 |.860|.810|.111|.768|.670|.616|.691| +| BASNet | 2019 |.851|.745|.113|.769|.662|.635|.673| +| PoolNet | 2019 |.875|.830|.104|.788|.708|.652|.725| | 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| @@ -465,6 +501,51 @@ All saliency maps are provided by the authors or calculated using their released ``` #### algorithms ``` +%MLMSNet +@InProceedings{WuRunMin_2019_CVPR, + author = {Wu, Runmin and Feng, Mengyang and Guan, Wenlong and Wang, Dong and Lu, Huchuan and Ding, Errui}, + title = {A Mutual Learning Method for Salient Object Detection with intertwined Multi-Supervision}, + booktitle = CVPR, + year = {2019} +} +``` +``` +%CPD +@InProceedings{Wu_2019_CVPR, + author = {Wu, Zhe and Su, Li and Huang, Qingming}, + title = {Cascaded Partial Decoder for Fast and Accurate Salient Object Detection}, + booktitle = CVPR, + year = {2019} +} +``` +``` +%BASNet +@InProceedings{Qin_2019_CVPR, + author = {Qin, Xuebin and Zhang, Zichen and Huang, Chenyang and Gao, Chao and Dehghan, Masood and Jagersand, Martin}, + title = {BASNet: Boundary-Aware Salient Object Detection}, + booktitle = CVPR, + year = {2019} +} +``` +``` +%PoolNet +@inproceedings{Liu2019PoolSal, + title={A Simple Pooling-Based Design for Real-Time Salient Object Detection}, + author={Liu, Jiang-Jiang and Hou, Qibin and Cheng, Ming-Ming and Feng, Jiashi and Jiang, Jianmin}, + booktitle = CVPR, + year = {2019}, +} +``` +``` +%AFNet +@InProceedings{Feng_2019_CVPR, + author = {Feng, Mengyang and Lu, Huchuan and Ding, Errui}, + title = {Attentive Feedback Network for Boundary-aware Salient Object Detection}, + booktitle = CVPR, + year = {2019} +} +``` +``` % BMPM @inproceedings{zhang2018bi, title={A Bi-Directional Message Passing Model for Salient Object Detection}, diff --git a/tools/Results/SOD/PiCANet.mat b/tools/Results/SOD/PiCANet.mat index 2c54dd2..b38aa4d 100644 Binary files a/tools/Results/SOD/PiCANet.mat and b/tools/Results/SOD/PiCANet.mat differ