Feature Attribution on MS-CXR text (test)
1.16Conf. Drop (%)RISE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RISE2023.12 | 1.16 | 57.2 | 12.09 | |
| RISE2026.01 | 1.16 | 57.2 | 12.09 | |
| MATEX2026.01 | 1.91 | 50.07 | 16.98 | |
| GradCAM2023.12 | 2.26 | 36.24 | 11.07 | |
| GradCAM2026.01 | 2.26 | 36.24 | 11.07 | |
| M2IB (Ours)2023.12 | 2.28 | 35.48 | 16.31 | |
| M2IB2026.01 | 2.28 | 35.48 | 16.31 | |
| KS2023.12 | 2.4 | 34.12 | 14.28 | |
| KS2026.01 | 2.4 | 34.12 | 14.28 | |
| Chefer et al.2023.12 | 2.93 | 28.08 | 9.11 | |
| Chefer et al.2026.01 | 2.93 | 28.08 | 9.11 | |
| Saliency2023.12 | 3.35 | 18.88 | 15.79 | |
| Saliency2026.01 | 3.35 | 18.88 | 15.79 |