Browse Source

update results.

master
wogong 5 years ago
parent
commit
283f9517d0
  1. 14
      README.md

14
README.md

@ -21,17 +21,19 @@ A PyTorch implementation for paper *[Unsupervised Domain Adaptation by Backpropa
- `SVHNmodel()` - `SVHNmodel()`
- network structure proposed in the paper may be wrong for both 32x32 and 28x28 inputs - 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 - change last conv layer's filter to 4x4, get similar(actually higher) result
- `GTSRBmodel()`
- not successful
- `AlexModel` - `AlexModel`
- not successful, mainly due to the preprain model difference - not successful, mainly due to the preprain model difference
## Result ## 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 ## Credit

Loading…
Cancel
Save