Hallucination Detection on SRS to H&E
49.3HRPNHP, ours
Evaluation Results
| Method | Links | |
|---|---|---|
| NHP, oursModel=Pix2PixHD2024.11 | 49.3 | |
| NHP, GMMModel=Pix2PixHD2024.11 | 49 | |
| DE, 10 mem.Model=VSGD+pNCE2024.11 | 47.5 | |
| NHP, γ = 0Model=Pix2PixHD2024.11 | 40.7 | |
| NHP, linearModel=Pix2PixHD2024.11 | 40.7 | |
| DE, 10 mem.Model=Pix2PixHD2024.11 | 40.4 | |
| NHP, oursModel=VSGD+pNCE2024.11 | 37.2 | |
| NHP, γ = 0Model=VSGD+pNCE2024.11 | 36.7 | |
| NHP, linearModel=VSGD+pNCE2024.11 | 36.7 | |
| NHP, OtBModel=VSGD+pNCE2024.11 | 34.8 | |
| NHP, GMMModel=VSGD+pNCE2024.11 | 28.7 | |
| NHP, q = 0Model=Pix2PixHD2024.11 | 21.4 | |
| NHP, q = 0Model=VSGD+pNCE2024.11 | 18.3 | |
| NHP, OtBModel=Pix2PixHD2024.11 | 13.1 | |
| NHP, Res.Model=Pix2PixHD2024.11 | 12 | |
| DE, 4 mem.Model=VSGD+pNCE2024.11 | 11.6 | |
| NHP, Res.Model=VSGD+pNCE2024.11 | 2.8 | |
| ALOCCModel=VSGD+pNCE2024.11 | -0.4 | |
| DE, 4 mem.Model=Pix2PixHD2024.11 | -5.8 | |
| ALOCCModel=Pix2PixHD2024.11 | -33.2 |