Classification on CXR-Gaze official (test)
95.2AUCTwo-Way Attention
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Two-Way AttentionArchitecture=FixationFormer2026.03 | 95.2 | 82.8 | 81.9 | |
| Cross-AttentionArchitecture=FixationFormer2026.03 | 94.4 | 84.11 | 83.3 | |
| GazeGNNProtocol=Original2026.03 | 92.3 | 83.18 | 82.3 | |
| GII-ViT2026.03 | 91.9 | — | 80.6 | |
| EG-ViT2026.03 | 90.9 | — | 80.7 | |
| GG-CAMSource=from Wang et al. [2024]2026.03 | 88.8 | 77.57 | 77 | |
| GazeMTLSource=from Wang et al. [2024]2026.03 | 88.7 | 78.5 | 77.9 | |
| GazeGNNProtocol=Reproduced2026.03 | 87.9 | 71.02 | 70 | |
| U-Net + Gaze2026.03 | 87 | — | — |