Hallucination Detection on HE to ER
70.5HRPNHP, linear
Evaluation Results
| Method | Links | |
|---|---|---|
| NHP, linearModel=CycleGAN2024.11 | 70.5 | |
| NHP, oursModel=CycleGAN2024.11 | 69.3 | |
| NHP, γ = 0Model=CycleGAN2024.11 | 68 | |
| NHP, GMMModel=CycleGAN2024.11 | 66.7 | |
| NHP, oursModel=CUT2024.11 | 62.2 | |
| NHP, linearModel=CUT2024.11 | 61.6 | |
| NHP, OtBModel=CycleGAN2024.11 | 61.1 | |
| NHP, GMMModel=CUT2024.11 | 58.3 | |
| DE, 10 mem.Model=CycleGAN2024.11 | 58 | |
| NHP, γ = 0Model=CUT2024.11 | 56.4 | |
| NHP, OtBModel=CUT2024.11 | 49.5 | |
| NHP, q = 0Model=CycleGAN2024.11 | 47.7 | |
| DE, 10 mem.Model=CUT2024.11 | 43.7 | |
| NHP, q = 0Model=CUT2024.11 | 41.9 | |
| NHP, Res.Model=CycleGAN2024.11 | 37.7 | |
| DE, 4 mem.Model=CycleGAN2024.11 | 32.1 | |
| NHP, Res.Model=CUT2024.11 | 30.1 | |
| DE, 4 mem.Model=CUT2024.11 | 26.9 | |
| f-AnoGANModel=CycleGAN2024.11 | 3.9 | |
| ALOCCModel=CycleGAN2024.11 | 3 | |
| ALOCCModel=CUT2024.11 | 0.6 | |
| ALADModel=CycleGAN2024.11 | -6.8 |