diff --git a/README.md b/README.md index f2df47d..e4c65f8 100644 --- a/README.md +++ b/README.md @@ -21,17 +21,19 @@ A PyTorch implementation for paper *[Unsupervised Domain Adaptation by Backpropa - `SVHNmodel()` - network structure proposed in the paper may be wrong for both 32x32 and 28x28 inputs - change last conv layer's filter to 4x4, get similar(actually higher) result +- `GTSRBmodel()` + - not successful - `AlexModel` - not successful, mainly due to the preprain model difference ## Result -| | MNIST-MNISTM | SVHN-MNIST | Amazon-Webcam |Amazon-Webcam10 | -| :------------------: | :------------: | :--------: | :-----------: |:-------------: | -| Source Only | 0.5225 | 0.5490 | 0.6420 | 0. | -| DANN(paper) | 0.7666 | 0.7385 | 0.7300 | 0. | -| This Repo Source Only| - | - | - | 0. | -| This Repo | 0.8400 | 0.7339 | 0.6528 | 0. | +| | MNIST-MNISTM | SVHN-MNIST | Amazon-Webcam | SYNDIGITS-SVHN | SYNSIGNS-GTSRB | +| :------------------: | :------------: | :--------: | :-----------: |:-------------: |:-------------: | +| Source Only | 0.5225 | 0.5490 | 0.6420 | 0. | 0. | +| DANN(paper) | 0.7666 | 0.7385 | 0.7300 | 0.9109 | 0.7900 | +| This Repo Source Only| - | - | - | 0. | 0. | +| This Repo | 0.8400 | 0.7339 | 0.6528 | 0.8200 | 0.6200 | ## Credit