Hallucination Detection on HE to PR
68.9HRPNHP, ours
Evaluation Results
| Method | Links | |
|---|---|---|
| NHP, oursModel=CycleGAN2024.11 | 68.9 | |
| NHP, γ = 0Model=CycleGAN2024.11 | 68.6 | |
| NHP, linearModel=CycleGAN2024.11 | 68.6 | |
| NHP, GMMModel=CycleGAN2024.11 | 68.5 | |
| NHP, OtBModel=CycleGAN2024.11 | 63.9 | |
| DE, 10 mem.Model=CycleGAN2024.11 | 62.4 | |
| NHP, oursModel=CUT2024.11 | 57.8 | |
| NHP, q = 0Model=CycleGAN2024.11 | 57.4 | |
| NHP, linearModel=CUT2024.11 | 57.2 | |
| NHP, GMMModel=CUT2024.11 | 54.8 | |
| NHP, γ = 0Model=CUT2024.11 | 54 | |
| NHP, OtBModel=CUT2024.11 | 51.5 | |
| NHP, Res.Model=CycleGAN2024.11 | 48 | |
| DE, 10 mem.Model=CUT2024.11 | 47.2 | |
| NHP, q = 0Model=CUT2024.11 | 41.3 | |
| NHP, Res.Model=CUT2024.11 | 31.7 | |
| DE, 4 mem.Model=CycleGAN2024.11 | 18.3 | |
| DE, 4 mem.Model=CUT2024.11 | 13.7 | |
| ALOCCModel=CycleGAN2024.11 | 9.4 | |
| f-AnoGANModel=CycleGAN2024.11 | 4.8 | |
| ALADModel=CycleGAN2024.11 | -3.9 | |
| ALOCCModel=CUT2024.11 | -25.9 |