paper-with-me

Image-to-Image Translation 벤치마크

Image-to-Image Translation on CelebA-HQ

18개 결과 · ⬇ CSV · JSON

FID 낮을수록 좋음

13.73 17.95 22.17 26.39 30.61 2019-12 2026-09 StarGAN v2 — 13.73 (2019-12-04) StarGAN v2 — 13.73 (2019-12-04) StarGAN v2 — 13.73 (2019-12-04) CoCosNet — 14.3 (2020-04-12) CoCosNet — 14.3 (2020-04-12) CoCosNet — 14.3 (2020-04-12) PonoSPadaIN — 23.8 (2021-07-23) PonoSPadaIN — 23.8 (2021-07-23) PonoSPadaIN — 23.8 (2021-07-23) PHStarGANv2 n=4 — 16.54 (2022-05-04) PHStarGANv2 n=3 — 16.63 (2022-05-04) PHStarGANv2 n=4 — 16.54 (2022-05-04) PHStarGANv2 n=3 — 16.63 (2022-05-04) PHStarGANv2 n=4 — 16.54 (2022-05-04) PHStarGANv2 n=3 — 16.63 (2022-05-04) EGSDE — 30.61 (2022-07-14) EGSDE — 30.61 (2022-07-14) EGSDE — 30.61 (2022-07-14) StarGAN v2 — 13.73 (2019-12-04)
RankModel FIDLPIPS PaperCodeYear
1 StarGAN v2 13.730.428 StarGAN v2: Diverse Image Synthesis for Multiple Domains clovaai/stargan-v2 · naver-ai/StyleMapGAN · mindslab-ai/hififace · +11 2019
2 CoCosNet 14.3– Cross-domain Correspondence Learning for Exemplar-based Image Translation microsoft/CoCosNet · KU-CVLAB/MIDMs · Lotayou/CoCosNet 2020
3 PHStarGANv2 n=4 16.540.29 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
4 PHStarGANv2 n=3 16.630.33 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
5 PonoSPadaIN 23.8– Image-to-Image Translation with Low Resolution Conditioning Medabid1/I2I-LR 2021
6 EGSDE 30.61– EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations ML-GSAI/EGSDE 2022
7 StarGAN v2 13.730.428 StarGAN v2: Diverse Image Synthesis for Multiple Domains clovaai/stargan-v2 · naver-ai/StyleMapGAN · mindslab-ai/hififace · +11 2019
8 CoCosNet 14.3– Cross-domain Correspondence Learning for Exemplar-based Image Translation microsoft/CoCosNet · KU-CVLAB/MIDMs · Lotayou/CoCosNet 2020
9 PHStarGANv2 n=4 16.540.29 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
10 PHStarGANv2 n=3 16.630.33 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
11 PonoSPadaIN 23.8– Image-to-Image Translation with Low Resolution Conditioning Medabid1/I2I-LR 2021
12 EGSDE 30.61– EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations ML-GSAI/EGSDE 2022
13 StarGAN v2 13.730.428 StarGAN v2: Diverse Image Synthesis for Multiple Domains clovaai/stargan-v2 · naver-ai/StyleMapGAN · mindslab-ai/hififace · +11 2019
14 CoCosNet 14.3– Cross-domain Correspondence Learning for Exemplar-based Image Translation microsoft/CoCosNet · KU-CVLAB/MIDMs · Lotayou/CoCosNet 2020
15 PHStarGANv2 n=4 16.540.29 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
16 PHStarGANv2 n=3 16.630.33 Hypercomplex Image-to-Image Translation ispamm/hi2i 2022
17 PonoSPadaIN 23.8– Image-to-Image Translation with Low Resolution Conditioning Medabid1/I2I-LR 2021
18 EGSDE 30.61– EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations ML-GSAI/EGSDE 2022
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