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README.md

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@@ -253,24 +253,24 @@ We report the best IS, FID, and F_beta values of various GANs.
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|:-----------|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:|:-------------:
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| [**DCGAN**](https://arxiv.org/abs/1511.06434) | 64 | 6.638 | 49.030 | 0.833 | 0.795 | [Config](./src/configs/CIFAR10/DCGAN.json) | [Log](./logs/CIFAR10/DCGAN-train-2020_09_15_13_23_51.log) | [Link](https://drive.google.com/drive/folders/1_AAkKkwdSJaRjnNxg-FxiLfIU8nHgPLh?usp=sharing) |
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| [**LSGAN**](https://arxiv.org/abs/1611.04076) | 64 | 5.577 | 66.686 | 0.757 | 0.720 | [Config](./src/configs/CIFAR10/LSGAN.json) | [Log](./logs/CIFAR10/LSGAN-train-2020_09_15_23_40_37.log) | [Link](https://drive.google.com/drive/folders/1s4gT44ar6C2PF1-LfCcCEJWIWR4bIKHu?usp=sharing) |
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| [**GGAN**](https://arxiv.org/abs/1705.02894) | 64 | 6.227 | 42.714 | 0.916 | 0.835 | [Config](./src/configs/CIFAR10/GGAN.json) | [Log](./logs/CIFAR10/GGAN-train-2020_09_15_23_11_09.log) | [Link](https://drive.google.com/drive/folders/1lGhmGt4W0LtlaoX0ABFOg-ND98cwnrRt?usp=sharing) |
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| [**WGAN-WC**](https://arxiv.org/abs/1701.04862) | 64 | 2.525 | 160.856 | 0.181 | 0.170 | [Config](./src/configs/CIFAR10/WGAN-WC.json) | [Log](./logs/CIFAR10/WGAN-WC-train-2020_09_17_11_03_23.log) | [Link](https://drive.google.com/drive/folders/1dRrTrftXj3lD3JH4wphas-SzaDvNz70f?usp=sharing) |
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| [**WGAN-GP**](https://arxiv.org/abs/1704.00028) | 64 | 7.281 | 25.883 | 0.959 | 0.927 | [Config](./src/configs/CIFAR10/WGAN-GP.json) | [Log](./logs/CIFAR10/WGAN-GP-train-2020_09_16_14_17_00.log) | [Link](https://drive.google.com/drive/folders/1OGwjRUuktEECax_Syz_hhTiL3vtd1kz2?usp=sharing) |
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| [**WGAN-DRA**](https://arxiv.org/abs/1705.07215) | 64 | 6.452 | 41.633 | 0.925 | 0.861 | [Config](./src/configs/CIFAR10/WGAN-DRA.json) | [Log](./logs/CIFAR10/WGAN-DRA-train-2020_09_16_05_18_22.log) | [Link](https://drive.google.com/drive/folders/1N4BxR1dTNa__8hQJZkcL5wI5PzCVyMHR?usp=sharing) |
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| [**ACGAN**](https://arxiv.org/abs/1610.09585) | 64 | 6.696 | 46.081 | 0.886 | 0.820 | [Config](./src/configs/CIFAR10/ACGAN.json) | [Log](./logs/CIFAR10/ACGAN-train-2020_09_17_20_04_13.log) | [Link](https://drive.google.com/drive/folders/1KXbLUf9lqWvadwXv7WSPZ3V7Knoa0hNg?usp=sharing) |
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| [**ProjGAN**](https://arxiv.org/abs/1802.05637) | 64 | 7.398 | 34.037 | 0.945 | 0.871 | [Config](./src/configs/CIFAR10/ProjGAN.json) | [Log](./logs/CIFAR10/ProjGAN-train-2020_09_17_20_05_34.log) | [Link](https://drive.google.com/drive/folders/1JtMUFYkKahlfItvHKx87WIiRl89D9Dhr?usp=sharing) |
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| [**SNGAN**](https://arxiv.org/abs/1802.05957) | 64 | 8.810 | 13.161 | 0.980 | 0.978 | [Config](./src/configs/CIFAR10/SNGAN.json) | [Log](./logs/CIFAR10/SNGAN-train-2020_09_18_14_37_00.log) | [Link](https://drive.google.com/drive/folders/16s5Cr-V-NlfLyy_uyXEkoNxLBt-8wYSM?usp=sharing) |
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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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| [**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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| [**GGAN**](https://arxiv.org/abs/1705.02894) | 64 | 6.227 | 42.714 | 0.916 | 0.822 | [Config](./src/configs/CIFAR10/GGAN.json) | [Log](./logs/CIFAR10/GGAN-train-2020_09_15_23_11_09.log) | [Link](https://drive.google.com/drive/folders/1lGhmGt4W0LtlaoX0ABFOg-ND98cwnrRt?usp=sharing) |
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| [**WGAN-WC**](https://arxiv.org/abs/1701.04862) | 64 | 2.579 | 159.090 | 0.190 | 0.199 | [Config](./src/configs/CIFAR10/WGAN-WC.json) | [Log](./logs/CIFAR10/WGAN-WC-train-2020_09_17_11_03_23.log) | [Link](https://drive.google.com/drive/folders/1dRrTrftXj3lD3JH4wphas-SzaDvNz70f?usp=sharing) |
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| [**WGAN-GP**](https://arxiv.org/abs/1704.00028) | 64 | 7.458 | 25.852 | 0.962 | 0.929 | [Config](./src/configs/CIFAR10/WGAN-GP.json) | [Log](./logs/CIFAR10/WGAN-GP-train-2020_09_16_14_17_00.log) | [Link](https://drive.google.com/drive/folders/1OGwjRUuktEECax_Syz_hhTiL3vtd1kz2?usp=sharing) |
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| [**WGAN-DRA**](https://arxiv.org/abs/1705.07215) | 64 | 6.432 | 41.586 | 0.922 | 0.863 | [Config](./src/configs/CIFAR10/WGAN-DRA.json) | [Log](./logs/CIFAR10/WGAN-DRA-train-2020_09_16_05_18_22.log) | [Link](https://drive.google.com/drive/folders/1N4BxR1dTNa__8hQJZkcL5wI5PzCVyMHR?usp=sharing) |
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| [**ACGAN**](https://arxiv.org/abs/1610.09585) | 64 | 6.629 | 45.571 | 0.857 | 0.847 | [Config](./src/configs/CIFAR10/ACGAN.json) | [Log](./logs/CIFAR10/ACGAN-train-2020_09_17_20_04_13.log) | [Link](https://drive.google.com/drive/folders/1KXbLUf9lqWvadwXv7WSPZ3V7Knoa0hNg?usp=sharing) |
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| [**ProjGAN**](https://arxiv.org/abs/1802.05637) | 64 | 7.539 | 33.830 | 0.952 | 0.855 | [Config](./src/configs/CIFAR10/ProjGAN.json) | [Log](./logs/CIFAR10/ProjGAN-train-2020_09_17_20_05_34.log) | [Link](https://drive.google.com/drive/folders/1JtMUFYkKahlfItvHKx87WIiRl89D9Dhr?usp=sharing) |
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| [**SNGAN**](https://arxiv.org/abs/1802.05957) | 64 | 8.677 | 13.248 | 0.983 | 0.978 | [Config](./src/configs/CIFAR10/SNGAN.json) | [Log](./logs/CIFAR10/SNGAN-train-2020_09_18_14_37_00.log) | [Link](https://drive.google.com/drive/folders/16s5Cr-V-NlfLyy_uyXEkoNxLBt-8wYSM?usp=sharing) |
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| [**SAGAN**](https://arxiv.org/abs/1805.08318) | 64 | 8.680 | 14.009 | 0.982 | 0.970 | [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 | 9.746 | 8.034 | 0.995 | 0.994 | [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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| [**BigGAN + CR**](https://arxiv.org/abs/1910.12027) | 64 | 10.380 | 7.178 | 0.994 | 0.993 | [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 | 10.153 | 7.430 | 0.994 | 0.993 | [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 | 9.775 | 7.157 | 0.996 | 0.993 | [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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| [**BigGAN + LO**](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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| [**BigGAN + LO**](https://arxiv.org/abs/1912.00953) | 64 | 9.701 | 8.369 | 0.992 | 0.989 | [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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| [**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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| [**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 + DiffAug**](https://arxiv.org/abs/2006.10738) | 64 | 9.996 | 7.193 | 0.995 | 0.990 | [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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