Breast Cancer Classification on VinDr-Mammo 5-Class (test)
50.4F1 Score (%)Token-Based Dual-view Fusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Token-Based Dual-view FusionConfiguration=Full Framework (Stage1 + Stage2)2026.07 | 50.4 | 0.809 | |
| Stage2: Cross-View Fusion OnlyStrategy=Explicit cross-view fusion2026.07 | 47.85 | 0.7692 | |
| Stage1: Shared-View Prompt LearningStrategy=Prompt-based adaptation2026.07 | 47.66 | 0.7887 | |
| Linear ProbeFusion Strategy=Avg Fusion2026.07 | 38.95 | 0.7548 | |
| Linear ProbeFusion Strategy=Max Fusion2026.07 | 36.47 | 0.7423 |