Unpaired Image-to-Image Translation on CycleGAN Horse -> Zebra (test)
60.13FIDWavelet Knowledge Distillation + Li and Lin et al.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Wavelet Knowledge Distillation + Li and Lin et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 60.13 | 10.41 | |
| Teacher#Params (M)=11.38, FLOPs (G)=49.642022.03 | 61.34 | — | |
| Wavelet Knowledge Distillation#Params (M)=1.61, FLOPs (G)=7.292022.03 | 61.65 | 8.89 | |
| Jin et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 67.31 | 3.23 | |
| Zagoruyko et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 67.51 | 3.03 | |
| Li and Lin et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 68.58 | 1.96 | |
| Li and Jiang et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 68.94 | 1.6 | |
| Ahn et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 69.32 | 1.22 | |
| Hinton et al.#Params (M)=1.61, FLOPs (G)=7.292022.03 | 70.35 | 0.19 | |
| Origin Student#Params (M)=1.61, FLOPs (G)=7.292022.03 | 70.54 | — | |
| Wavelet Knowledge Distillation + Li and Lin et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 76.4 | 8.64 | |
| Wavelet Knowledge Distillation#Params (M)=0.72, FLOPs (G)=3.352022.03 | 77.04 | 8 | |
| Zagoruyko et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 81.24 | 3.8 | |
| Li and Jiang et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 81.74 | 3.3 | |
| Jin et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 82.37 | 2.67 | |
| Ahn et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 82.91 | 2.13 | |
| Li and Lin et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 83.97 | 1.07 | |
| Hinton et al.#Params (M)=0.72, FLOPs (G)=3.352022.03 | 84.08 | 0.96 | |
| Origin Student#Params (M)=0.72, FLOPs (G)=3.352022.03 | 85.04 | — |