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Calibration on Average (StrategyQA, HotpotQA, NQ, Bamboogle)

0.264ECE

NAACL

Updated 4d ago

Evaluation Results

Method	Links
NAACL 2026.01		0.264	0.768
NAACL 2026.01		0.266	0.751
NAACL 2026.01		0.311	0.679
Noise-aware 2026.01		0.314	0.667
Label-only SFT 2026.01		0.315	0.722
Noise-aware 2026.01		0.323	0.697
CoT 2026.01		0.335	0.726
NAACL 2026.01		0.344	0.723
Ensemble 2026.01		0.352	0.648
Label-only SFT 2026.01		0.353	0.686
Ensemble 2026.01		0.36	0.722
Vanilla 2026.01		0.366	0.73
Noise-aware 2026.01		0.373	0.615
CoT 2026.01		0.377	0.591
Noise-aware 2026.01		0.388	0.571
Vanilla 2026.01		0.407	0.657
Ensemble 2026.01		0.407	0.648
Vanilla 2026.01		0.411	0.605
CoT 2026.01		0.436	0.65
Vanilla 2026.01		0.437	0.654
Label-only SFT 2026.01		0.44	0.603
Ensemble 2026.01		0.462	0.623
CoT 2026.01		0.474	0.655
Label-only SFT 2026.01		0.517	0.573