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Expected Calibration Error on TriQA

8.58Expected Calibration ErrorCDKC
7.430415.190222.9530.7098Feb 13, 2026

Evaluation results

MethodLinks
CDKCBackbone=Qwen2.5-7B-Instruct2026.028.58
GRPOBackbone=Qwen2.5-7B-Instruct2026.0210.26
BARRELBackbone=Qwen2.5-7B-Instruct2026.0213.78
CDKCBackbone=Qwen2.5-7B-Instruct, Optimization Rounds=22026.0214.57
Know WhatBackbone=Qwen2.5-7B-Instruct2026.0231.43
LLKD-SFTBackbone=Qwen2.5-7B-Instruct2026.0234.96
CGKEBackbone=Qwen2.5-7B-Instruct2026.0235.45
Vanilla LLMBackbone=Qwen2.5-7B-Instruct2026.0235.71
Vanilla SFTBackbone=Qwen2.5-7B-Instruct2026.0236.49
CRew-DPOBackbone=Qwen2.5-7B-Instruct2026.0237.32