3-month Mortality Prediction on French HF dataset
87.14PrecisionLate fusion (Avg.)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Late fusion (Avg.)Backbone=CamemBERT-bio2026.04 | 87.14 | 8.88 | 16.05 | 79.59 | |
| Late fusion (Stack)Backbone=CamemBERT-bio2026.04 | 62.77 | 29.09 | 39.54 | 83.79 | |
| Bi-Gated Dual-XAttnBackbone=DrBERT2026.04 | 50.5 | 43.92 | 46.49 | 79.68 | |
| Gated Fusion (Sel.)Backbone=CamemBERT-bio2026.04 | 48.99 | 48.43 | 48.48 | 81.46 | |
| Gated Dual-XAttnBackbone=DrBERT2026.04 | 46.12 | 48.78 | 46.84 | 79.65 | |
| Gated Dual-XAttnBackbone=CamemBERT-bio2026.04 | 44.99 | 42.29 | 42.72 | 80.28 | |
| Bi-Gated Dual-XAttnBackbone=CamemBERT-bio2026.04 | 44.15 | 43.11 | 43.18 | 78.24 | |
| Late fusion (Avg.)Backbone=DrBERT2026.04 | 44.15 | 10.87 | 16.09 | 68.05 | |
| Late fusion (Stack)Backbone=DrBERT2026.04 | 41.43 | 26.24 | 31.01 | 75.32 | |
| Dual-XAttnBackbone=DrBERT2026.04 | 37.47 | 28.18 | 32.1 | 75.59 | |
| Gated Fusion (Sel.)Backbone=DrBERT2026.04 | 36.14 | 48.75 | 41.11 | 75.22 | |
| Dual-XAttnBackbone=CamemBERT-bio2026.04 | 35.14 | 31.48 | 33.16 | 75.75 | |
| Baseline (CLS + Sel.)Backbone=CamemBERT-bio2026.04 | 28.7 | 66.94 | 40.15 | 81.94 | |
| Baseline (CLS + All)Backbone=CamemBERT-bio2026.04 | 27.84 | 63.29 | 38.65 | 78.32 | |
| Baseline (CLS + Sel.)Backbone=DrBERT2026.04 | 27.21 | 41.1 | 32.64 | 70.11 | |
| Baseline (CLS + All)Backbone=DrBERT2026.04 | 26.62 | 39.49 | 31.67 | 69.26 |