| Metric | Loss Landscape | Hessian 1D Curve | Loss 1D Curve | Init Image Seed 17 | Final Image Seed 17 | Init Image Seed 47 | Final Image Seed 47 |
|---|---|---|---|---|---|---|---|
| cvvdp | |
|
|
|
|
|
|
| cvvdp_log_contrast | |
|
|
|
|
|
|
| cvvdp_no_Bloch | |
|
|
|
|
|
|
| cvvdp_no_color | |
|
|
|
|
|
|
| cvvdp_no_csf | |
|
|
|
|
|
|
| cvvdp_no_masking | |
|
|
|
|
|
|
| cvvdp_no_xcm | |
|
|
|
|
|
|
| cvvdp_sam | |
|
|
|
|
|
|
| cvvdp_subsample | |
|
|
|
|
|
|
| cvvdp_subsample_half_sample | |
|
|
|
|
|
|
| cvvdp_w_blur | |
|
|
|
|
|
|
| l1 | |
|
|
|
|
|
|
| l2 | |
|
|
|
|
|
|
| lpips | |
|
|
|
|
|
|
| lpips_adversarial_adv_train | |
|
|
|
|
|
|
| lpips_convex | Missing | Missing | Missing | Missing | Missing | Missing | Missing |
| lpips_convex_backbone | |
|
|
|
|
|
|
| lpips_convex_finetune_vgg | |
|
|
|
|
|
|
| lpips_convex_finetune_vgg_convex_loss | |
|
|
|
|
|
|
| lpips_convex_finetune_vgg_no_lin_overfitting | |
|
|
|
|
|
|
| lpips_convex_lin_convex_loss | |
Missing | |
|
|
|
|
| lpips_convex_lin_reproduce_version | |
|
|
|
|
|
|
| lpips_convex_vgg_train_finetune_wo_lin | |
|
|
|
|
|
|
| lpips_convex_vgg_train_finetune_wo_lin_convex_v1 | |
|
|
|
|
|
|
| lpips_cosine | |
|
|
|
|
|
|
| lpips_lpips_false_no_lin | |
|
|
|
|
|
|
| lpips_origin | |
|
|
|
|
|
|
| lpips_sam_backbone | |
|
|
|
|
|
|
| lpips_vgg16_bn | |
|
|
|
|
|
|
| msssim | |
|
|
|
|
|
|
| ssim | |
|
|
|
|
|
|
| ssim_contrast | |
|
|
|
|
|
|
| ssim_illumination | |
|
|
|
|
|
|
| ssim_wo_blur | |
|
|
|
|
|
|
| ssim_wo_blur_wo_clamp_01 | |
|
|
|
|
|
|