Top 020k

Top 20,000

This is a benchmark based on the top 20,000 popular apps, which leads to using all of the 17 gift wrappings.

For this benchmark with optuna, each trial requires 3 to 5 seconds.

Using RGB

Exponent	Factor	Min Rank	Median Rank	Mean Rank	Max Rank	Score (sum)
0.00	0.00	6	1546	2527.35	12671	16750.35
0.46	0.11	8	1364	2628.47	13599	17599.47
0.97	0.33	14	1167	3079.82	15365	19625.82
0.09	0.49	7	1432	2574.18	13138	17151.18

Using raw HSV

Exponent	Factor	Min Rank	Median Rank	Mean Rank	Max Rank	Score (sum)
0.00	0.00	14	782	2247.35	12068	15111.35

Using linearized HSV

Exponent	Factor	Min Rank	Median Rank	Mean Rank	Max Rank	Score (sum)
0.00	0.00	20	860	1804.35	7222	9906.35
0.95	0.04	18	1048	1858.59	6269	9193.59
0.57	0.05	17	1034	1839.00	6501	9391.00
0.84	0.05	16	1064	1867.41	6269	9216.41
0.50	0.09	18	1063	1864.53	6272	9217.53
0.45	0.10	18	1061	1862.35	6273	9214.35