Image-to-Image Translation on Cityscapes
62.35mIoUCAT-A
Evaluation results
| Method | Links | |
|---|---|---|
| CAT-AModel=GauGAN, MACs=29.9B2021.03 | 62.35 | |
| OriginalModel=GauGAN, MACs=281B2021.03 | 62.18 | |
| Li et al.Model=GauGAN, MACs=31.7B2021.03 | 61.22 | |
| CAT-BModel=GauGAN, MACs=5.52B2021.03 | 54.71 | |
| OMGD* + VEM (Ours)MACS=1.22G, # of parameters=3.40M2023.03 | 49.39 | |
| OMGD* + VIDMACS=1.22G, # of parameters=3.40M2023.03 | 47.79 | |
| OMGD*MACS=1.22G, # of parameters=3.40M2023.03 | 47.52 | |
| GCCModel=Pix2Pix, MACs=3.09G, Compression Ratio=82.39%2021.10 | 42.88 | |
| GCCMACS=3.09G2023.03 | 42.88 | |
| OriginalModel=Pix2Pix, MACs=18.6G2021.10 | 42.71 | |
| OriginalMACS=18.60G, # of parameters=54.40M2023.03 | 42.71 | |
| CATModel=Pix2pix, MACs=5.57B2021.03 | 42.65 | |
| CATModel=Pix2Pix, MACs=5.57G, Compression Ratio=70.05%2021.10 | 42.53 | |
| CF-GANModel=Pix2Pix, MACs=5.62G, Compression Ratio=69.78%2021.10 | 42.24 | |
| OriginalModel=Pix2pix, MACs=56.8B2021.03 | 42.06 | |
| GAN CompressionModel=Pix2Pix, MACs=5.66G, Compression Ratio=69.57%2021.10 | 40.77 | |
| Li et al.Model=Pix2pix, MACs=5.66B2021.03 | 40.77 | |
| DMADModel=Pix2Pix, MACs=3.96G, Compression Ratio=78.71%2021.10 | 40.53 | |
| DMADMACS=3.96G, # of parameters=1.73M2023.03 | 40.53 | |
| PruneModel=Pix2Pix, MACs=3.09G, Compression Ratio=82.39%2021.10 | 38.12 |