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ResearchFormerly WizWand

Confidence Estimation on SCITLDR (dev)

0.08smECEHRE

Evaluation results

Method	Links
HRE2026.06		0.08	0.67	0.71	0.92	0.77
NWKR2026.06		0.08	0.67	0.71	0.92	0.77
ACUTE2026.06		0.08	0.69	0.72	0.92	0.78
ACUTE2026.06		0.08	0.7	0.72	0.92	0.78
ACUTE2026.06		0.08	0.69	0.72	0.92	0.77
ACUTE2026.06		0.08	0.68	0.71	0.92	0.77
Platt2026.06		0.082	0.643	0.763	0.94	0.781
Isotonic2026.06		0.082	0.637	0.763	0.94	0.778
NWKR2026.06		0.083	0.641	0.763	0.94	0.78
Beta2026.06		0.083	0.641	0.761	0.94	0.779
ACUTE late act2026.06		0.087	0.654	0.764	0.94	0.784
HRE2026.06		0.088	0.637	0.763	0.94	0.779
ACUTE mid act2026.06		0.088	0.653	0.763	0.94	0.784
ACUTE cosine2026.06		0.089	0.634	0.76	0.94	0.776
ACUTE early act2026.06		0.089	0.652	0.763	0.94	0.784
ACUTE2026.06		0.09	0.7	0.72	0.92	0.78
ACUTE2026.06		0.09	0.7	0.72	0.92	0.78
ACUTE pca102026.06		0.092	0.637	0.762	0.94	0.778
ACUTE pca202026.06		0.092	0.653	0.765	0.94	0.785
Raw Conf2026.06		0.146	0.413	0.76	0.939	0.701
Raw Conf2026.06		0.15	0.36	0.71	0.92	0.66