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ResearchFormerly WizWand

Hallucination Detection on HE to HER2

51HRPNHP, ours
-9.326.342237.66Nov 22, 2024
Updated 7mo ago

Evaluation results

MethodLinks
NHP, oursModel=CycleGAN2024.1151
NHP, GMMModel=CycleGAN2024.1150.7
NHP, linearModel=CycleGAN2024.1150.6
NHP, γ = 0Model=CycleGAN2024.1150.1
NHP, Res.Model=CycleGAN2024.1146.4
NHP, OtBModel=CycleGAN2024.1145
NHP, GMMModel=CUT2024.1143.9
NHP, oursModel=CUT2024.1143.4
DE, 10 mem.Model=CycleGAN2024.1143.3
NHP, linearModel=CUT2024.1142.9
NHP, γ = 0Model=CUT2024.1142.8
NHP, q = 0Model=CycleGAN2024.1142.2
NHP, OtBModel=CUT2024.1135.1
DE, 10 mem.Model=CUT2024.1131.9
NHP, q = 0Model=CUT2024.1124.4
NHP, Res.Model=CUT2024.1122.4
ALOCCModel=CycleGAN2024.1111.8
DE, 4 mem.Model=CycleGAN2024.1111.8
DE, 4 mem.Model=CUT2024.116
ALOCCModel=CUT2024.113.2
f-AnoGANModel=CycleGAN2024.11-4.1
ALADModel=CycleGAN2024.11-7