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ResearchFormerly WizWand

Hallucination Detection on HO342 to CD8

47.7HRPNHP, Res.
-9.7085.19620.135.004Nov 22, 2024
Updated 7mo ago

Evaluation results

MethodLinks
NHP, Res.Model=Pix2PixHD2024.1147.7——
NHP, oursModel=Pix2PixHD2024.1145.7——
NHP, q = 0Model=Pix2PixHD2024.1143.6——
NHP, linearModel=Pix2PixHD2024.1142.6——
DE, 10 mem.Model=Pix2PixHD2024.1142.1——
NHP, GMMModel=Pix2PixHD2024.1133.6——
NHP, oursModel=VSGD+pNCE2024.1133.5——
NHP, linearModel=VSGD+pNCE2024.1133.3——
NHP, Res.Model=VSGD+pNCE2024.1132.5——
NHP, GMMModel=VSGD+pNCE2024.1132——
NHP, q = 0Model=VSGD+pNCE2024.1130.9——
NHP, γ = 0Model=VSGD+pNCE2024.1130.7——
NHP, OtBModel=Pix2PixHD2024.1129.4——
NHP, OtBModel=VSGD+pNCE2024.1127.9——
NHP, γ = 0Model=Pix2PixHD2024.1124.2——
DE, 4 mem.Model=Pix2PixHD2024.1120.2——
ALOCCModel=VSGD+pNCE2024.1115.7——
DE, 10 mem.Model=VSGD+pNCE2024.118.1——
DE, 4 mem.Model=VSGD+pNCE2024.114.2——
ALOCCModel=Pix2PixHD2024.11-7.5——
ALOCCVirtual Staining Model=Pix2PixHD2024.11—-28.7—
ALOCCVirtual Staining Model=VSGD+pNCE2024.11—23.9—
DEVirtual Staining Model=Pix2PixHD, Memory Samples=42024.11—27.1—
DEVirtual Staining Model=VSGD+pNCE, Memory Samples=42024.11—13.2—
DEVirtual Staining Model=Pix2PixHD, Memory Samples=102024.11—38.4—
DEVirtual Staining Model=VSGD+pNCE, Memory Samples=102024.11—11.3—
NHPVirtual Staining Model=Pix2PixHD, Detector Head Type=linear2024.11—41.6—
NHPVirtual Staining Model=VSGD+pNCE, Detector Head Type=linear2024.11—45.9—
NHPVirtual Staining Model=Pix2PixHD, Detector Head Type=GMM2024.11—37—
NHPVirtual Staining Model=VSGD+pNCE, Detector Head Type=GMM2024.11—44.7—
NHPVirtual Staining Model=Pix2PixHD2024.11—42—
NHPVirtual Staining Model=VSGD+pNCE2024.11—46—