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Pricing optimization on Philippines cocoa liquor dataset (test)

6.15Wasserstein Distance

20 real data

Updated 4d ago

Evaluation Results

Method	Links
20 real data 2026.02		6.15	0.18	84	94	91	86
10 real data 2026.02		8.49	0.24	79	90	87	79
Batch 2026.02		9.31	0.23	72	89	82	73
Batch, Few-shot 2026.02		10.29	0.26	73	90	83	75
Batch, Few-shot 2026.02		10.54	0.25	71	89	83	76
Batch 2026.02		11.48	0.29	68	88	83	74
Persona, Few-shot 2026.02		11.9	0.31	81	90	82	72
5 real data 2026.02		11.93	0.34	74	88	80	70
Description 2026.02		12.13	0.31	75	88	83	75
Description, Few-shot 2026.02		12.4	0.31	77	91	82	73
Description, Few-shot 2026.02		12.94	0.33	76	93	85	78
Description 2026.02		13.15	0.33	77	92	84	76
Batch, Few-shot 2026.02		13.33	0.31	72	89	80	69
Batch 2026.02		13.84	0.33	70	89	79	67
Description 2026.02		14.12	0.38	80	92	80	67
Sampling, Persona 2026.02		14.17	0.36	84	91	79	64
Description 2026.02		14.93	0.38	78	92	79	66
Sampling, Few-shot 2026.02		15.28	0.4	78	88	85	79
Sampling, Persona 2026.02		15.66	0.41	84	96	79	65
Description, Few-shot 2026.02		15.9	0.42	79	93	75	58
Batch, Few-shot 2026.02		16.12	0.36	65	88	75	62
Sampling 2026.02		16.25	0.46	80	89	79	67
Sampling, Few-shot 2026.02		16.51	0.41	84	94	77	60
Sampling 2026.02		17.13	0.42	85	92	78	61
Sampling, Persona 2026.02		17.13	0.43	83	95	77	59
Sampling, Few-shot 2026.02		17.19	0.44	81	93	77	55
Sampling 2026.02		17.23	0.43	82	95	76	60
Batch 2026.02		17.27	0.39	63	87	76	64
Sampling, Few-shot 2026.02		17.43	0.44	81	90	78	59
Persona, Few-shot 2026.02		17.44	0.43	77	90	72	56
Persona, Few-shot 2026.02		17.57	0.43	78	94	75	62
Description, Few-shot 2026.02		17.65	0.42	74	93	74	58
Sampling 2026.02		18.57	0.46	82	94	74	56
Persona, Few-shot 2026.02		18.95	0.47	76	94	73	51
Random 2026.02		20.89	0.35	58	72	68	67
Sampling, Persona 2026.02		21.17	0.55	74	93	68	46