Segmentation-to-Cat Image Generation on AFHQ cat 34 (test)
8.62FIDpix2pix3D
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| pix2pix3DMethod Variant=FULL MODEL, Alignment Evaluation=Direct (vs GT)2023.02 | 8.62 | 0.003 | 0.27 | 66 | 78 | |
| pix2pix3DMethod Variant=FULL MODEL, Alignment Evaluation=Estimated (via clustering DINO features)2023.02 | 8.62 | 0.003 | 0.27 | 62 | 73 | |
| pix2pix3DMethod Variant=w/o CVC, Alignment Evaluation=Direct (vs GT)2023.02 | 9.64 | 0.004 | 0.26 | 66 | 76 | |
| pix2pix3DMethod Variant=w/o CVC, Alignment Evaluation=Estimated (via clustering DINO features)2023.02 | 9.64 | 0.004 | 0.26 | 63 | 73 | |
| pix2pix3DMethod Variant=w/o 3D LABELS, Alignment Evaluation=Direct (vs GT)2023.02 | 10.41 | 0.004 | 0.26 | — | — | |
| pix2pix3DMethod Variant=w/o 3D LABELS, Alignment Evaluation=Estimated (via clustering DINO features)2023.02 | 10.41 | 0.004 | 0.26 | 49 | 69 | |
| PIX2NERFAlignment Evaluation=Direct (vs GT)2023.02 | 43.92 | 0.081 | 0.15 | 27 | 58 |