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ResearchFormerly WizWand

Hallucination Detection on SRS to H&E

49.3HRPNHP, ours
-36.5-14.2258.0530.325Nov 22, 2024
Updated 7mo ago

Evaluation results

MethodLinks
NHP, oursModel=Pix2PixHD2024.1149.3
NHP, GMMModel=Pix2PixHD2024.1149
DE, 10 mem.Model=VSGD+pNCE2024.1147.5
NHP, γ = 0Model=Pix2PixHD2024.1140.7
NHP, linearModel=Pix2PixHD2024.1140.7
DE, 10 mem.Model=Pix2PixHD2024.1140.4
NHP, oursModel=VSGD+pNCE2024.1137.2
NHP, γ = 0Model=VSGD+pNCE2024.1136.7
NHP, linearModel=VSGD+pNCE2024.1136.7
NHP, OtBModel=VSGD+pNCE2024.1134.8
NHP, GMMModel=VSGD+pNCE2024.1128.7
NHP, q = 0Model=Pix2PixHD2024.1121.4
NHP, q = 0Model=VSGD+pNCE2024.1118.3
NHP, OtBModel=Pix2PixHD2024.1113.1
NHP, Res.Model=Pix2PixHD2024.1112
DE, 4 mem.Model=VSGD+pNCE2024.1111.6
NHP, Res.Model=VSGD+pNCE2024.112.8
ALOCCModel=VSGD+pNCE2024.11-0.4
DE, 4 mem.Model=Pix2PixHD2024.11-5.8
ALOCCModel=Pix2PixHD2024.11-33.2