Hierarchical Unlearning on MedForget 1.0 (Forget)
99.84Gen ScoreVanilla
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VanillaHierarchy=Section2025.12 | 99.84 | 100 | 100 | |
| VanillaHierarchy=Study2025.12 | 99.47 | 100 | 100 | |
| VanillaHierarchy=Institution2025.12 | 99.25 | 100 | 100 | |
| VanillaHierarchy=Patient2025.12 | 98.83 | 100 | 100 | |
| VanillaHierarchy=Patient2025.12 | 68.63 | 95.28 | 82.41 | |
| VanillaHierarchy=Institution2025.12 | 68.55 | 95.17 | 82.25 | |
| VanillaHierarchy=Section2025.12 | 68.52 | 95.19 | 82.31 | |
| VanillaHierarchy=Study2025.12 | 68.47 | 95.21 | 82.29 | |
| NPOHierarchy=Section2025.12 | 59.17 | 75.36 | 74.85 | |
| VanillaHierarchy=Patient2025.12 | 58.61 | 98.73 | 87.32 | |
| VanillaHierarchy=Section2025.12 | 58.47 | 98.71 | 87.18 | |
| VanillaHierarchy=Institution2025.12 | 58.42 | 98.68 | 87.15 | |
| VanillaHierarchy=Study2025.12 | 58.38 | 98.65 | 87.21 | |
| Grad. Diff.Hierarchy=Section2025.12 | 57.27 | 85.34 | 72.41 | |
| KL Min.Hierarchy=Section2025.12 | 57.25 | 83.55 | 73 | |
| MANUHierarchy=Institution2025.12 | 57.25 | 74.66 | 62.19 | |
| MANUHierarchy=Patient2025.12 | 57.08 | 85.07 | 63.84 | |
| NPOHierarchy=Study2025.12 | 56.98 | 74.77 | 74.41 | |
| MANUHierarchy=Study2025.12 | 56.28 | 85.54 | 64.96 | |
| KL Min.Hierarchy=Patient2025.12 | 56.17 | 79.11 | 71.68 | |
| NPOHierarchy=Institution2025.12 | 56.09 | 71.17 | 74.14 | |
| Grad. Diff.Hierarchy=Patient2025.12 | 56.05 | 81.27 | 71.59 | |
| KL Min.Hierarchy=Institution2025.12 | 55.92 | 75.72 | 71.17 | |
| Grad. Diff.Hierarchy=Study2025.12 | 55.9 | 85 | 71.82 | |
| NPOHierarchy=Patient2025.12 | 55.85 | 71.8 | 74.81 | |
| KL Min.Hierarchy=Study2025.12 | 55.7 | 82.19 | 72.65 | |
| CHIPHierarchy=Study2025.12 | 55.29 | 87.79 | 65.75 | |
| CHIPHierarchy=Section2025.12 | 55.19 | 88.17 | 67.83 | |
| MANUHierarchy=Section2025.12 | 54.07 | 85.89 | 65.87 | |
| Grad. Diff.Hierarchy=Institution2025.12 | 53.97 | 78.66 | 71.28 | |
| CHIPHierarchy=Patient2025.12 | 53.66 | 87.37 | 64.88 | |
| CHIPHierarchy=Institution2025.12 | 53.58 | 87.2 | 63.37 | |
| Grad. Diff.Hierarchy=Section2025.12 | 45.24 | 96.9 | 97.85 | |
| Grad. Diff.Hierarchy=Study2025.12 | 44.92 | 95.34 | 97.23 | |
| MANUHierarchy=Section2025.12 | 44.81 | 99.39 | 86.12 | |
| NPOHierarchy=Patient2025.12 | 44.81 | 96.4 | 98.21 | |
| NPOHierarchy=Section2025.12 | 44.62 | 96.88 | 98.65 | |
| NPOHierarchy=Study2025.12 | 44.2 | 96.62 | 98.47 | |
| MANUHierarchy=Study2025.12 | 43.75 | 98.14 | 82.93 | |
| KL Min.Hierarchy=Section2025.12 | 43.53 | 98.52 | 97.68 | |
| KL Min.Hierarchy=Patient2025.12 | 43.19 | 94.41 | 97.04 | |
| KL Min.Hierarchy=Study2025.12 | 42.86 | 98.49 | 97.66 | |
| NPOHierarchy=Institution2025.12 | 42.8 | 99.38 | 98.18 | |
| MANUHierarchy=Institution2025.12 | 41.48 | 96.18 | 79.38 | |
| KL Min.Hierarchy=Institution2025.12 | 40.68 | 98.1 | 96.81 | |
| CHIPHierarchy=Section2025.12 | 40.64 | 93.34 | 75.72 | |
| Grad. Diff.Hierarchy=Institution2025.12 | 40.47 | 94.67 | 94.34 | |
| CHIPHierarchy=Study2025.12 | 40.28 | 92.45 | 74.87 | |
| MANUHierarchy=Patient2025.12 | 39.98 | 96.25 | 81.57 | |
| Grad. Diff.Hierarchy=Patient2025.12 | 39.52 | 95.22 | 95.17 | |
| CHIPHierarchy=Institution2025.12 | 39.36 | 91.33 | 67.03 | |
| CHIPHierarchy=Patient2025.12 | 39.01 | 92.36 | 69.58 | |
| NPOHierarchy=Section2025.12 | 34.45 | 96.78 | 77.42 | |
| NPOHierarchy=Study2025.12 | 29.76 | 96.58 | 75.86 | |
| MANUHierarchy=Section2025.12 | 28.13 | 94.94 | 77.21 | |
| MANUHierarchy=Study2025.12 | 27.64 | 94.84 | 73.02 | |
| Grad. Diff.Hierarchy=Section2025.12 | 27.61 | 96.95 | 75.11 | |
| KL Min.Hierarchy=Section2025.12 | 27 | 96.54 | 74.97 | |
| Grad. Diff.Hierarchy=Study2025.12 | 26.98 | 96.76 | 73.34 | |
| MANUHierarchy=Patient2025.12 | 26.31 | 94.45 | 71.85 | |
| Grad. Diff.Hierarchy=Patient2025.12 | 26.11 | 96.34 | 73.21 | |
| NPOHierarchy=Patient2025.12 | 25.83 | 96.35 | 74.5 | |
| NPOHierarchy=Institution2025.12 | 25.27 | 96.03 | 73.02 | |
| CHIPHierarchy=Study2025.12 | 25.23 | 95.05 | 69.18 | |
| KL Min.Hierarchy=Study2025.12 | 24.44 | 96.34 | 74.92 | |
| KL Min.Hierarchy=Institution2025.12 | 24.25 | 96.06 | 74.68 | |
| CHIPHierarchy=Patient2025.12 | 23.83 | 94.83 | 69.11 | |
| MANUHierarchy=Institution2025.12 | 22.89 | 94.34 | 69.98 | |
| KL Min.Hierarchy=Patient2025.12 | 22.74 | 94.26 | 74.72 | |
| Grad. Diff.Hierarchy=Institution2025.12 | 22.22 | 96.14 | 72.79 | |
| CHIPHierarchy=Section2025.12 | 21.94 | 95.06 | 69.63 | |
| CHIPHierarchy=Institution2025.12 | 18.27 | 94.71 | 68.09 |