Pokemon Color Transfer: Difference between revisions

Revision as of 05:56, 22 November 2025

In this section, we describe the methods we use to transfer color between pokemons.

Table 1: Quantitative Evaluation Results on Bulbasaur and Squirtle
Metric	Baseline	Clustering	Clustering-NP	Convex Hall	NS	NS-S
FID	1	2	3	4	5	6
Histogram Similarity	1	2	3	4	5	6
CIELAB	1	2	3	4	5	6
CIE94	1	2	3	4	5	6
CIEDE2000	1	2	3	4	5	6
SSIM	1	2	3	4	5	6
VGG Latent Space Distance	1	2	3	4	5	6

@@ Line 19: / Line 19: @@
 {| class="wikitable"
-|+ Table 1: Quantitative Evaluation Results
+|+ Table 1: Quantitative Evaluation Results on Bulbasaur and Squirtle
-! Metric !! Method 1 !! Method 2 !! Method 3 !! Method 4
+! Metric !! Baseline !! Clustering !! Clustering-NP !! Convex Hall !! NS !! NS-S
 |-
-| FID || 0.0066 || 0.9998 || 0.9988 || 0.9902
+| FID || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| Histogram Similarity || 0.4211 || 0.0001 || 0.0003 || 0.0005
+| Histogram Similarity || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| CIELAB || 57.4513 || 0.0217 || 0.0632 || 0.1057
+| CIELAB || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| CIE94 || 41.2667 || 0.0229 || 0.0675 || 0.1312
+| CIE94 || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| CIEDE2000 || 57.3637 || 0.0217 || 0.0630 || 0.1056
+| CIEDE2000 || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| SSIM || 2.1314 || 3.8863 || 7.6867 || 8.0045
+| SSIM || 1 || 2 || 3 || 4 || 5 || 6
 |-
-| VGG Latent Space Distance || 0.2s || 1m13s || 4.4s || 1.6s
+| VGG Latent Space Distance || 1 || 2 || 3 || 4 || 5 || 6
 |}
 == Conclusions ==