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General Utility Evaluation on Chatbot
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80
Agree Score
C2PO
29.976
42.963
55.95
68.937
Dec 29, 2025
Agree Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Agree Score
C2PO
Backbone=LLaMA-2-13B-Chat
2025.12
80
C2PO
Backbone=DeepSeek-R1-D...
2025.12
77.8
CPO
Backbone=LLaMA-2-13B-Chat
2025.12
76.1
CPO
Backbone=DeepSeek-R1-D...
2025.12
75.7
IPO
Backbone=DeepSeek-R1-D...
2025.12
67.7
IPO
Backbone=LLaMA-2-13B-Chat
2025.12
60.7
GRPO
Backbone=DeepSeek-R1-D...
2025.12
52.7
BCO
Backbone=DeepSeek-R1-D...
2025.12
50.9
BCO
Backbone=LLaMA-2-13B-Chat
2025.12
47.1
DPO
Backbone=DeepSeek-R1-D...
2025.12
47.1
DPO
Backbone=LLaMA-2-13B-Chat
2025.12
39.8
GRPO
Backbone=LLaMA-2-13B-Chat
2025.12
36.1
FR
Backbone=LLaMA-2-13B-Chat
2025.12
33.4
FR
Backbone=DeepSeek-R1-D...
2025.12
31.9
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