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Preference Learning on Toy dataset 0% label noise (test)

99.6Accuracy

SimPO

57.37668.33879.390.262Oct 28, 2025
Updated 4d ago

Evaluation Results

MethodLinks
2025.10
99.6
2025.10
99.6
2025.10
99.5
2025.10
99.3
2025.10
99.2
2025.10
99.1
2025.10
99.1
2025.10
98.6
2025.10
98.6
2025.10
98.6
2025.10
98.5
2025.10
98.3
2025.10
98.3
2025.10
98.1
2025.10
96.6
2025.10
96.6
2025.10
96.5
2025.10
96.5
2025.10
96.5
2025.10
96.5
2025.10
96
2025.10
96
2025.10
96
2025.10
95.5
2025.10
95.5
2025.10
93.4
2025.10
91
2025.10
91
2025.10
88.9
2025.10
88.9
2025.10
87.9
2025.10
87.9
2025.10
87.9
2025.10
86.1
2025.10
86.1
2025.10
85.7
2025.10
85.7
2025.10
84.6
2025.10
84.6
2025.10
84.6
2025.10
84.1
2025.10
84.1
2025.10
84.1
2025.10
84
2025.10
84
2025.10
83.2
2025.10
82.2
2025.10
82.2
2025.10
81.7
2025.10
81.7
2025.10
81.7
2025.10
81
2025.10
81
2025.10
80
2025.10
80
2025.10
77.7
2025.10
77.7
2025.10
77.7
2025.10
77.6
2025.10
77.6
2025.10
77.6
2025.10
76.2
2025.10
76.2
2025.10
76.2
2025.10
74.3
2025.10
74.3
2025.10
74.3
2025.10
71
2025.10
71
2025.10
71
2025.10
67.9
2025.10
67.9
2025.10
67.9
2025.10
59
2025.10
59
2025.10
59