Hallucination Detection on HE to Ki67
67.1HRPNHP, linear
Evaluation Results
| Method | Links | |
|---|---|---|
| NHP, linearModel=CycleGAN2024.11 | 67.1 | |
| NHP, oursModel=CycleGAN2024.11 | 67 | |
| NHP, γ = 0Model=CycleGAN2024.11 | 66.7 | |
| NHP, GMMModel=CycleGAN2024.11 | 65.4 | |
| NHP, OtBModel=CycleGAN2024.11 | 61.7 | |
| NHP, Res.Model=CycleGAN2024.11 | 61.1 | |
| NHP, q = 0Model=CycleGAN2024.11 | 57.4 | |
| DE, 10 mem.Model=CycleGAN2024.11 | 57.1 | |
| NHP, linearModel=CUT2024.11 | 50.4 | |
| NHP, oursModel=CUT2024.11 | 47.9 | |
| NHP, Res.Model=CUT2024.11 | 47.5 | |
| NHP, GMMModel=CUT2024.11 | 42.2 | |
| NHP, γ = 0Model=CUT2024.11 | 40.9 | |
| NHP, OtBModel=CUT2024.11 | 38.7 | |
| NHP, q = 0Model=CUT2024.11 | 37.6 | |
| ALOCCModel=CycleGAN2024.11 | 24.8 | |
| DE, 10 mem.Model=CUT2024.11 | 24.5 | |
| f-AnoGANModel=CycleGAN2024.11 | 8.6 | |
| DE, 4 mem.Model=CycleGAN2024.11 | 4.6 | |
| DE, 4 mem.Model=CUT2024.11 | 4.1 | |
| ALOCCModel=CUT2024.11 | 4 | |
| ALADModel=CycleGAN2024.11 | 2.5 |