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Update models link prefix with Ali Cloud
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hejm37 authored and wangxintao committed Jul 8, 2020
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4 changes: 2 additions & 2 deletions configs/inpainting/deepfillv1/README.md
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### Places365-Challenge
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :--------: | :---------: | :--------: | :---------: | :-----------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| DeepFillv1 | square bbox | 256x256 | 3500k | Places365-val | 11.019 | 23.429 | 0.862 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv1/deepfillv1_256x256_8x2_places_20200619-c00a0e21.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv1/deepfillv1_256x256_8x2_places_20200619-c00a0e21.log.json) |
| DeepFillv1 | square bbox | 256x256 | 3500k | Places365-val | 11.019 | 23.429 | 0.862 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv1/deepfillv1_256x256_8x2_places_20200619-c00a0e21.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv1/deepfillv1_256x256_8x2_places_20200619-c00a0e21.log.json) |


### CelebA-HQ
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :--------: | :---------: | :--------: | :---------: | :--------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| DeepFillv1 | square bbox | 256x256 | 1500k | CelebA-val | 6.677 | 26.878 | 0.911 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv1/deepfillv1_256x256_4x4_celeba_20200619-dd51a855.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv1/deepfillv1_256x256_4x4_celeba_20200619-dd51a855.log.json) |
| DeepFillv1 | square bbox | 256x256 | 1500k | CelebA-val | 6.677 | 26.878 | 0.911 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv1/deepfillv1_256x256_4x4_celeba_20200619-dd51a855.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv1/deepfillv1_256x256_4x4_celeba_20200619-dd51a855.log.json) |
4 changes: 2 additions & 2 deletions configs/inpainting/deepfillv2/README.md
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### Places365-Challenge
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :--------: | :-------: | :--------: | :---------: | :-----------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| DeepFillv2 | free-form | 256x256 | 100k | Places365-val | 8.635 | 22.398 | 0.815 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv2/deepfillv2_256x256_8x2_places_20200619-10d15793.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv2/deepfillv2_256x256_8x2_places_20200619-10d15793.log.json) |
| DeepFillv2 | free-form | 256x256 | 100k | Places365-val | 8.635 | 22.398 | 0.815 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv2/deepfillv2_256x256_8x2_places_20200619-10d15793.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv2/deepfillv2_256x256_8x2_places_20200619-10d15793.log.json) |


### CelebA-HQ
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :--------: | :-------: | :--------: | :---------: | :--------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| DeepFillv2 | free-form | 256x256 | 20k | CelebA-val | 5.411 | 25.721 | 0.871 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv2/deepfillv2_256x256_8x2_celeba_20200619-c96e5f12.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/deepfillv2/deepfillv2_256x256_8x2_celeba_20200619-c96e5f12.log.json) |
| DeepFillv2 | free-form | 256x256 | 20k | CelebA-val | 5.411 | 25.721 | 0.871 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv2/deepfillv2_256x256_8x2_celeba_20200619-c96e5f12.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/deepfillv2/deepfillv2_256x256_8x2_celeba_20200619-c96e5f12.log.json) |
4 changes: 2 additions & 2 deletions configs/inpainting/global_local/README.md
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### Places365-Challenge
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :----------: | :---------: | :--------: | :---------: | :-----------: | :------: | :----: | :---: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| Global&Local | square bbox | 256x256 | 500k | Places365-val | 11.164 | 23.152 | 0.862 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/global_local/gl_256x256_8x12_places_20200619-52a040a8.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/global_local/gl_256x256_8x12_places_20200619-52a040a8.log.json) |
| Global&Local | square bbox | 256x256 | 500k | Places365-val | 11.164 | 23.152 | 0.862 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/global_local/gl_256x256_8x12_places_20200619-52a040a8.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/global_local/gl_256x256_8x12_places_20200619-52a040a8.log.json) |


### CelebA-HQ
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :----------: | :---------: | :--------: | :---------: | :--------: | :------: | :----: | :---: | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| Global&Local | square bbox | 256x256 | 500k | CelebA-val | 6.678 | 26.780 | 0.904 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/global_local/gl_256x256_8x12_celeba_20200619-5af0493f.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/global_local/gl_256x256_8x12_celeba_20200619-5af0493f.log.json) |
| Global&Local | square bbox | 256x256 | 500k | CelebA-val | 6.678 | 26.780 | 0.904 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/global_local/gl_256x256_8x12_celeba_20200619-5af0493f.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/global_local/gl_256x256_8x12_celeba_20200619-5af0493f.log.json) |
4 changes: 2 additions & 2 deletions configs/inpainting/partial_conv/README.md
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### Places365-Challenge
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :----: | :-------: | :--------: | :---------: | :-----------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| PConv | free-form | 256x256 | 500k | Places365-val | 8.776 | 22.762 | 0.801 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/pconv/pconv_256x256_stage2_4x2_places_20200619-1ffed0e8.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/pconv/pconv_256x256_stage2_4x2_places_20200619-1ffed0e8.log.json) |
| PConv | free-form | 256x256 | 500k | Places365-val | 8.776 | 22.762 | 0.801 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/pconv/pconv_256x256_stage2_4x2_places_20200619-1ffed0e8.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/pconv/pconv_256x256_stage2_4x2_places_20200619-1ffed0e8.log.json) |


### CelebA-HQ
| Method | Mask Type | Resolution | Train Iters | Test Set | l1 error | PSNR | SSIM | Download |
| :----: | :-------: | :--------: | :---------: | :--------: | :------: | :----: | :---: | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
| PConv | free-form | 256x256 | 500k | CelebA-val | 5.990 | 25.404 | 0.853 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/pconv/pconv_256x256_stage2_4x2_celeba_20200619-860f8b95.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/inpainting/pconv/pconv_256x256_stage2_4x2_celeba_20200619-860f8b95.log.json) |
| PConv | free-form | 256x256 | 500k | CelebA-val | 5.990 | 25.404 | 0.853 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/pconv/pconv_256x256_stage2_4x2_celeba_20200619-860f8b95.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/inpainting/pconv/pconv_256x256_stage2_4x2_celeba_20200619-860f8b95.log.json) |
6 changes: 3 additions & 3 deletions configs/mattors/dim/README.md
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|:----------:|:----:|:-----:|:----:|:----:|:--------:|
| stage1 (paper) | 54.6 | 0.017 | 36.7 | 55.3 | - |
| stage3 (paper) | **50.4** | **0.014** | 31.0 | 50.8 | - |
| stage1 (our) | 53.8 | 0.017 | 32.7 | 54.5 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage1_v16_1x1_1000k_comp1k_SAD-53.8_20200605_140257-979a420f.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage1_v16_1x1_1000k_comp1k_20200605_140257.log.json) |
| stage2 (our) | 52.3 | 0.016 | 29.4 | 52.4 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage2_v16_pln_1x1_1000k_comp1k_SAD-52.3_20200607_171909-d83c4775.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage2_v16_pln_1x1_1000k_comp1k_20200607_171909.log.json) |
| stage3 (our) | 50.6 | 0.015 | **29.0** | **50.7** | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage3_v16_pln_1x1_1000k_comp1k_SAD-50.6_20200609_111851-647f24b6.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/dim/dim_stage3_v16_pln_1x1_1000k_comp1k_20200609_111851.log.json) |
| stage1 (our) | 53.8 | 0.017 | 32.7 | 54.5 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage1_v16_1x1_1000k_comp1k_SAD-53.8_20200605_140257-979a420f.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage1_v16_1x1_1000k_comp1k_20200605_140257.log.json) |
| stage2 (our) | 52.3 | 0.016 | 29.4 | 52.4 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage2_v16_pln_1x1_1000k_comp1k_SAD-52.3_20200607_171909-d83c4775.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage2_v16_pln_1x1_1000k_comp1k_20200607_171909.log.json) |
| stage3 (our) | 50.6 | 0.015 | **29.0** | **50.7** | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage3_v16_pln_1x1_1000k_comp1k_SAD-50.6_20200609_111851-647f24b6.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/dim/dim_stage3_v16_pln_1x1_1000k_comp1k_20200609_111851.log.json) |

**NOTE**

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8 changes: 4 additions & 4 deletions configs/mattors/gca/README.md
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|:----------:|:-----:|:------:|:-----:|:-----:|:--------:|
| baseline (paper) | 40.62 | 0.0106 | 21.53 | 38.43 | - |
| GCA (paper) | 35.28 | 0.0091 | 16.92 | 32.53 | - |
| baseline (our) | 36.50 | 0.0090 | 17.40 | 34.33 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/baseline_r34_4x10_200k_comp1k_SAD-36.50_20200614_105701-95be1750.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/baseline_r34_4x10_200k_comp1k_20200614_105701.log.json) |
| GCA (our) | **34.77** | **0.0080** | **16.33** | **32.20** | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/gca_r34_4x10_200k_comp1k_SAD-34.77_20200604_213848-4369bea0.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/gca_r34_4x10_200k_comp1k_20200604_213848.log.json) |
| baseline (our) | 36.50 | 0.0090 | 17.40 | 34.33 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/baseline_r34_4x10_200k_comp1k_SAD-36.50_20200614_105701-95be1750.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/baseline_r34_4x10_200k_comp1k_20200614_105701.log.json) |
| GCA (our) | **34.77** | **0.0080** | **16.33** | **32.20** | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/gca_r34_4x10_200k_comp1k_SAD-34.77_20200604_213848-4369bea0.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/gca_r34_4x10_200k_comp1k_20200604_213848.log.json) |

### More results

| Method | SAD | MSE | GRAD | CONN | Download |
|:----------:|:-----:|:------:|:-----:|:-----:|:--------:|
| baseline (with DIM pipeline) | 49.95 | 0.0144 | 30.21 | 49.67 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/TODO_to_be_added) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/TODO_to_be_added) |
| GCA (with DIM pipeline) | 49.42 | 0.0129 | 28.07 | 49.47 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/TODO_to_be_added) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/gca/TODO_to_be_added) |
| baseline (with DIM pipeline) | 49.95 | 0.0144 | 30.21 | 49.67 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/baseline_dimaug_r34_4x10_200k_comp1k_SAD-49.95_20200626_231612-535c9a11.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/baseline_dimaug_r34_4x10_200k_comp1k_20200626_231612.log.json) |
| GCA (with DIM pipeline) | 49.42 | 0.0129 | 28.07 | 49.47 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/gca_dimaug_r34_4x10_200k_comp1k_SAD-49.42_20200626_231422-8e9cc127.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/gca/gca_dimaug_r34_4x10_200k_comp1k_20200626_231422.log.json) |
4 changes: 2 additions & 2 deletions configs/mattors/indexnet/README.md
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| Method | SAD | MSE | GRAD | CONN | Download |
|:----------:|:-----:|:------:|:-----:|:-----:|:--------:|
| M2O DINs (paper) | 45.8 | 0.013 | 25.9 | **43.7** | - |
| M2O DINs (our) | **45.6** | **0.012** | **25.5** | 44.8 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/indexnet/indexnet_mobv2_1x16_78k_comp1k_SAD-45.6_20200618_173817-26dd258d.pth) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/indexnet/indexnet_mobv2_1x16_78k_comp1k_20200618_173817.log.json) |
| M2O DINs (our) | **45.6** | **0.012** | **25.5** | 44.8 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/indexnet/indexnet_mobv2_1x16_78k_comp1k_SAD-45.6_20200618_173817-26dd258d.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/indexnet/indexnet_mobv2_1x16_78k_comp1k_20200618_173817.log.json) |

> The performance of training (best performance) with different random seeds diverges in a large range. You may need to run several experiments for each setting to obtain the above performance.
### More result

| Method | SAD | MSE | GRAD | CONN | Download |
|:----------:|:-----:|:------:|:-----:|:-----:|:--------:|
| M2O DINs (with DIM pipeline) | 50.1 | 0.016 | 30.8 | 49.5 | [model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/indexnet/TODO_to_be_added) \| [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmediting/v0.1/mattors/indexnet/TODO_to_be_added) |
| M2O DINs (with DIM pipeline) | 50.1 | 0.016 | 30.8 | 49.5 | [model](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/indexnet/indexnet_dimaug_mobv2_1x16_78k_comp1k_SAD-50.1_20200626_231857-af359436.pth) \| [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmediting/mattors/indexnet/indexnet_dimaug_mobv2_1x16_78k_comp1k_20200626_231857.log.json) |
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