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@ -27,15 +27,22 @@ A PyTorch implementation for paper *[Unsupervised Domain Adaptation by Backpropa |
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## Result |
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## Result |
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| | MNIST-MNISTM | SVHN-MNIST | Amazon-Webcam | SYNDIGITS-SVHN | SYNSIGNS-GTSRB | |
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| :------------------: | :------------: | :--------: | :-----------: |:-------------: |:-------------: | |
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| Source Only | 0.5225 | 0.5490 | 0.6420 | 0. | 0. | |
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| DANN(paper) | 0.7666 | 0.7385 | 0.7300 | 0.9109 | 0.7900 | |
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| This Repo Source Only| - | - | - | 0. | 0.7650 | |
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| This Repo | 0.8400 | 0.7339 | 0.6528 | 0.8200 | 0.6200 | |
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| | MNIST-MNISTM | SVHN-MNIST | SYNDIGITS-SVHN | SYNSIGNS-GTSRB | |
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| :------------------: | :------------: | :--------: |:-------------: |:-------------: | |
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| Source Only | 0.5225 | 0.5490 | 0.8674 | 0.7900 | |
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| DANN(paper) | 0.7666 | 0.7385 | 0.9109 | 0.8865 | |
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| This Repo Source Only| - | - | - | 0.9100 | |
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| This Repo | 0.8400 | 0.7339 | 0.8200 | - | |
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| | AMAZON-WEBVCAM | DSLR-WEBCAM | WEBCAM-DSLR | |
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| :------------------: | :------------: |:-----------: |:----------: | |
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| Source Only | 0.6420 | 0.9610 | 0.9780 | |
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| DANN(paper) | 0.7300 | 0.9640 | 0.9920 | |
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| This Repo Source Only| - | - | - | |
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| This Repo | 0.6528 | - | - | |
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## Credit |
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## Credit |
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- <https://github.com/fungtion/DANN> |
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- <https://github.com/fungtion/DANN> |
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- <https://github.com/corenel/torchsharp> |
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- <https://github.com/corenel/torchsharp> |
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- <https://github.com/corenel/pytorch-starter-kit> |
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- <https://github.com/corenel/pytorch-starter-kit> |
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