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Visual Question Answering on VQA-Med Open

0.825AUROC

HAC-Gate

Updated 12d ago

Evaluation Results

Method	Links
HAC-Gate 2026.04		0.825
HAC-Gate 2026.04		0.821
HAC-Platt 2026.04		0.821
HAC-Platt 2026.04		0.818
Uncalibrated 2026.04		0.812
Platt Scaling 2026.04		0.812
Isotonic Regr. 2026.04		0.804
Uncalibrated 2026.04		0.801
Platt Scaling 2026.04		0.801
Isotonic Regr. 2026.04		0.801
Hist. Binning 2026.04		0.798
HAC-Platt 2026.04		0.793
Hist. Binning 2026.04		0.785
HAC-Platt 2026.04		0.784
HAC-Gate 2026.04		0.784
HAC-Gate 2026.04		0.768
HAC-Platt 2026.04		0.762
HAC-Platt 2026.04		0.76
HAC-Gate 2026.04		0.76
HAC-Gate 2026.04		0.759
HAC-Platt 2026.04		0.757
HAC-Gate 2026.04		0.753
HAC-Gate 2026.04		0.752
HAC-Platt 2026.04		0.751
HAC-Gate 2026.04		0.741
Uncalibrated 2026.04		0.737
Platt Scaling 2026.04		0.737
Isotonic Regr. 2026.04		0.737
HAC-Platt 2026.04		0.736
HAC-Gate 2026.04		0.725
HAC-Gate 2026.04		0.72
HAC-Platt 2026.04		0.719
Uncalibrated 2026.04		0.704
Platt Scaling 2026.04		0.704
Uncalibrated 2026.04		0.704
Platt Scaling 2026.04		0.704
Isotonic Regr. 2026.04		0.702
HAC-Platt 2026.04		0.696
HAC-Gate 2026.04		0.696
HAC-Platt 2026.04		0.696
Isotonic Regr. 2026.04		0.693
Isotonic Regr. 2026.04		0.69
HAC-Gate 2026.04		0.689
Hist. Binning 2026.04		0.689
HAC-Platt 2026.04		0.688
Hist. Binning 2026.04		0.688
Uncalibrated 2026.04		0.68
Platt Scaling 2026.04		0.68
HAC-Gate 2026.04		0.678
Hist. Binning 2026.04		0.677
Isotonic Regr. 2026.04		0.677
Isotonic Regr. 2026.04		0.676
Hist. Binning 2026.04		0.675
Uncalibrated 2026.04		0.675
Platt Scaling 2026.04		0.675
HAC-Platt 2026.04		0.675
Hist. Binning 2026.04		0.671
Hist. Binning 2026.04		0.668
HAC-Platt 2026.04		0.659
Uncalibrated 2026.04		0.657
Platt Scaling 2026.04		0.657
Isotonic Regr. 2026.04		0.657
Isotonic Regr. 2026.04		0.654
Hist. Binning 2026.04		0.65
HAC-Platt 2026.04		0.648
Hist. Binning 2026.04		0.647
Isotonic Regr. 2026.04		0.635
Hist. Binning 2026.04		0.635
Uncalibrated 2026.04		0.633
Platt Scaling 2026.04		0.633
HAC-Gate 2026.04		0.633
Uncalibrated 2026.04		0.629
Platt Scaling 2026.04		0.629
Uncalibrated 2026.04		0.625
Platt Scaling 2026.04		0.625
HAC-Gate 2026.04		0.625
Uncalibrated 2026.04		0.607
Platt Scaling 2026.04		0.607
Uncalibrated 2026.04		0.606
Platt Scaling 2026.04		0.606
Isotonic Regr. 2026.04		0.606
Hist. Binning 2026.04		0.606
Isotonic Regr. 2026.04		0.588
Uncalibrated 2026.04		0.577
Platt Scaling 2026.04		0.577
Isotonic Regr. 2026.04		0.577
Uncalibrated 2026.04		0.565
Platt Scaling 2026.04		0.565
Hist. Binning 2026.04		0.565
Hist. Binning 2026.04		0.554
Hist. Binning 2026.04		0.553
Isotonic Regr. 2026.04		0.55
Isotonic Regr. 2026.04		0.532
Hist. Binning 2026.04		0.528
Uncalibrated 2026.04		0.447
Platt Scaling 2026.04		0.447