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README.md

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@@ -263,20 +263,15 @@ We report the best IS, FID, and F_beta values of various GANs.
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| [**SAGAN**](https://arxiv.org/abs/1805.08318) | 64 | 8.297 | 14.702 | 0.981 | 0.976 | [Config](./src/configs/CIFAR10/SAGAN.json) | [Log](./logs/CIFAR10/SAGAN-train-2020_09_18_23_34_49.log) | [Link](https://drive.google.com/drive/folders/1FA8hcz4MB8-hgTwLuDA0ZUfr8slud5P_?usp=sharing) |
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| [**BigGAN**](https://arxiv.org/abs/1809.11096)| 64 | 9.850 | 8.128 | 0.994 | 0.993 | [Config](./src/configs/CIFAR10/BigGAN.json) | [Log](./logs/CIFAR10/BigGAN-train-2021_01_15_14_48_48.log) | [Link](https://drive.google.com/drive/folders/10sSMINp_xxVtjY0YssHgZ9w-_yk6rFVA?usp=sharing) |
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| [**LOGAN**](https://arxiv.org/abs/1912.00953) | 64 | 9.576 | 8.465 | 0.993 | 0.990 | [Config](./src/configs/CIFAR10/LOGAN.json) | [Log](./logs/CIFAR10/LOGAN-train-2020_09_17_13_46_47.log) | [Link](https://drive.google.com/drive/folders/1E9ST1wnh6_rA2Q1eIjydadeWPiZHufvu?usp=sharing) |
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| [**CRGAN(P)**](https://arxiv.org/abs/1910.12027) | 64 | 9.911 | 7.199 | 0.994 | 0.994 | [Config](./src/configs/CIFAR10/CRGAN(P).json) | [Log](./logs/CIFAR10/CRGAN(P)-train-2020_09_17_13_45_19.log) | [Link](https://drive.google.com/drive/folders/1I9HYBU2t2CYmqsrKeeoivYiIUXHqO8k7?usp=sharing) |
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| [**ICRGAN(P)**](https://arxiv.org/abs/2002.04724) | 64 | 9.781 | 7.550 | 0.994 | 0.992 | [Config](./src/configs/CIFAR10/ICRGAN(P).json) | [Log](./logs/CIFAR10/ICRGAN(P)-train-2020_09_17_13_46_09.log) | [Link](https://drive.google.com/drive/folders/1ZsX9Xu7j7MCG0V53FSk5K8HJpnsRIvtw?usp=sharing) |
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| [**DiffAugGAN(P)**](https://arxiv.org/abs/2006.10738) | 64 | 9.649 | 7.369 | 0.995 | 0.994 | [Config](./src/configs/CIFAR10/DiffAugGAN(P).json) | [Log](./logs/CIFAR10/DiffAugGAN(P)-train-2020_09_18_14_33_57.log) | [Link](https://drive.google.com/drive/folders/1xVN7dQPWMLi8gDZEb5FThkjbFtIdzb6b?usp=sharing) |
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| [**ADAGAN(P)**](https://arxiv.org/abs/2006.06676) | 64 | 10.136 | 7.881 | 0.993 | 0.994 | [Config](./src/configs/CIFAR10/ADAGAN(P).json) | [Log](./logs/CIFAR10/ADAGAN(P)-train-2021_01_31_12_59_51.log) | [Link](https://drive.google.com/drive/folders/1LoQJhYtPl0p49Y5vEDnFSbIyL2_twQW1?usp=sharing) |
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#### `>` Replace Projection Discriminator with Contrastive Learning
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| Name | Batch size | IS(⭡) | FID(⭣) | F_1/8(⭡) | F_8(⭡) | Config | Log | Weights |
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|:-----------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:
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| [**BigGAN + CR**](https://arxiv.org/abs/1910.12027) | 64 | 9.911 | 7.199 | 0.994 | 0.994 | [Config](./src/configs/CIFAR10/CRGAN(P).json) | [Log](./logs/CIFAR10/CRGAN(P)-train-2020_09_17_13_45_19.log) | [Link](https://drive.google.com/drive/folders/1I9HYBU2t2CYmqsrKeeoivYiIUXHqO8k7?usp=sharing) |
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| [**BigGAN + ICR**](https://arxiv.org/abs/2002.04724) | 64 | 9.781 | 7.550 | 0.994 | 0.992 | [Config](./src/configs/CIFAR10/ICRGAN(P).json) | [Log](./logs/CIFAR10/ICRGAN(P)-train-2020_09_17_13_46_09.log) | [Link](https://drive.google.com/drive/folders/1ZsX9Xu7j7MCG0V53FSk5K8HJpnsRIvtw?usp=sharing) |
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| [**BigGAN + DiffAug**](https://arxiv.org/abs/2006.10738) | 64 | 9.649 | 7.369 | 0.995 | 0.994 | [Config](./src/configs/CIFAR10/DiffAugGAN(P).json) | [Log](./logs/CIFAR10/DiffAugGAN(P)-train-2020_09_18_14_33_57.log) | [Link](https://drive.google.com/drive/folders/1xVN7dQPWMLi8gDZEb5FThkjbFtIdzb6b?usp=sharing) |
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| [**BigGAN + ADA**](https://arxiv.org/abs/2006.06676) | 64 | 10.136 | 7.881 | 0.993 | 0.994 | [Config](./src/configs/CIFAR10/ADAGAN(P).json) | [Log](./logs/CIFAR10/ADAGAN(P)-train-2021_01_31_12_59_51.log) | [Link](https://drive.google.com/drive/folders/1LoQJhYtPl0p49Y5vEDnFSbIyL2_twQW1?usp=sharing) |
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| [**ContraGAN**](https://arxiv.org/abs/2006.12681) | 64 | 9.729 | 8.065 | 0.993 | 0.992 | [Config](./src/configs/CIFAR10/ContraGAN.json) | [Log](./logs/CIFAR10/ContraGAN-train-2020_10_04_21_50_14.log) | [Link](https://drive.google.com/drive/folders/10nxLyB7PyUsaGiBn6xD0e3_teYlB9Q59?usp=sharing) |
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| [**CRGAN(C)**](https://arxiv.org/abs/1910.12027) | 64 | 9.812 | 7.685 | 0.995 | 0.993 | [Config](./src/configs/CIFAR10/CRGAN(C).json) | [Log](./logs/CIFAR10/CRGAN(C)-train-2020_12_04_13_51_40.log) | [Link](https://drive.google.com/drive/folders/1_Bkt_3NE95Ekxo8YG840wSNDTPmQDQb3?usp=sharing) |
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| [**ICRGAN(C)**](https://arxiv.org/abs/2002.04724) | 64 | 10.117 | 7.547 | 0.996 | 0.993 | [Config](./src/configs/CIFAR10/ICRGAN(C).json) | [Log](./logs/CIFAR10/ICRGAN(C)-train-2020_12_04_13_53_13.log) | [Link](https://drive.google.com/drive/folders/1vXoYnKEw3YwLG6ZutYFz_LCLr10VGa9T?usp=sharing) |
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| [**DiffAugGAN(C)**](https://arxiv.org/abs/2006.10738) | 64 | 9.896 | 7.285 | 0.995 | 0.988 | [Config](./src/configs/CIFAR10/DiffAugGAN(C).json) | [Log](./logs/CIFAR10/DiffAugGAN(C)-train-2020_11_14_16_20_04.log) | [Link](https://drive.google.com/drive/folders/1MKZgtyLg79Ti2nWRea6sAWMY1KfMqoKI?usp=sharing) |
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| [**ADAGAN(C)**](https://arxiv.org/abs/2006.06676) | 64 | 9.411 | 10.830 | 0.990 | 0.964 | [Config](./src/configs/CIFAR10/ADAGAN(C).json) | [Log](./logs/CIFAR10/ADAGAN(C)-train-2021_01_31_12_59_47.log) | [Link](https://drive.google.com/drive/folders/1JzSvohfIsEXKwqEUnezyRsfBiiLVMMo-?usp=sharing) |
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| [**ContraGAN + CR**](https://arxiv.org/abs/1910.12027) | 64 | 9.812 | 7.685 | 0.995 | 0.993 | [Config](./src/configs/CIFAR10/CRGAN(C).json) | [Log](./logs/CIFAR10/CRGAN(C)-train-2020_12_04_13_51_40.log) | [Link](https://drive.google.com/drive/folders/1_Bkt_3NE95Ekxo8YG840wSNDTPmQDQb3?usp=sharing) |
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| [**ContraGAN + ICR**](https://arxiv.org/abs/2002.04724) | 64 | 10.117 | 7.547 | 0.996 | 0.993 | [Config](./src/configs/CIFAR10/ICRGAN(C).json) | [Log](./logs/CIFAR10/ICRGAN(C)-train-2020_12_04_13_53_13.log) | [Link](https://drive.google.com/drive/folders/1vXoYnKEw3YwLG6ZutYFz_LCLr10VGa9T?usp=sharing) |
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| [**ContraGAN + DiffAug**](https://arxiv.org/abs/2006.10738) | 64 | 9.896 | 7.285 | 0.995 | 0.988 | [Config](./src/configs/CIFAR10/DiffAugGAN(C).json) | [Log](./logs/CIFAR10/DiffAugGAN(C)-train-2020_11_14_16_20_04.log) | [Link](https://drive.google.com/drive/folders/1MKZgtyLg79Ti2nWRea6sAWMY1KfMqoKI?usp=sharing) |
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| [**ContraGAN + ADA**](https://arxiv.org/abs/2006.06676) | 64 | 9.411 | 10.830 | 0.990 | 0.964 | [Config](./src/configs/CIFAR10/ADAGAN(C).json) | [Log](./logs/CIFAR10/ADAGAN(C)-train-2021_01_31_12_59_47.log) | [Link](https://drive.google.com/drive/folders/1JzSvohfIsEXKwqEUnezyRsfBiiLVMMo-?usp=sharing) |
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※ IS, FID, and F_beta values are computed using 10K test and 10K generated Images.
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