Hallucination Detection on HE to HER2
51HRPNHP, ours
Evaluation Results
| Method | Links | |
|---|---|---|
| NHP, oursModel=CycleGAN2024.11 | 51 | |
| NHP, GMMModel=CycleGAN2024.11 | 50.7 | |
| NHP, linearModel=CycleGAN2024.11 | 50.6 | |
| NHP, γ = 0Model=CycleGAN2024.11 | 50.1 | |
| NHP, Res.Model=CycleGAN2024.11 | 46.4 | |
| NHP, OtBModel=CycleGAN2024.11 | 45 | |
| NHP, GMMModel=CUT2024.11 | 43.9 | |
| NHP, oursModel=CUT2024.11 | 43.4 | |
| DE, 10 mem.Model=CycleGAN2024.11 | 43.3 | |
| NHP, linearModel=CUT2024.11 | 42.9 | |
| NHP, γ = 0Model=CUT2024.11 | 42.8 | |
| NHP, q = 0Model=CycleGAN2024.11 | 42.2 | |
| NHP, OtBModel=CUT2024.11 | 35.1 | |
| DE, 10 mem.Model=CUT2024.11 | 31.9 | |
| NHP, q = 0Model=CUT2024.11 | 24.4 | |
| NHP, Res.Model=CUT2024.11 | 22.4 | |
| ALOCCModel=CycleGAN2024.11 | 11.8 | |
| DE, 4 mem.Model=CycleGAN2024.11 | 11.8 | |
| DE, 4 mem.Model=CUT2024.11 | 6 | |
| ALOCCModel=CUT2024.11 | 3.2 | |
| f-AnoGANModel=CycleGAN2024.11 | -4.1 | |
| ALADModel=CycleGAN2024.11 | -7 |