Mixed-type Multitask Learning on Lung cancer
96.8AccuracyDeep Multitask Transformation Model
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Deep Multitask Transformation Model2026.07 | 96.8 | 99 | 99.7 | 96.8 | 18.803 | 35.315 | 4.296 | 24.365 | |
| STL2026.07 | 95.1 | 96.9 | 98.9 | 95.3 | 22.96 | 60.861 | 4.472 | 29.973 | |
| GradNorm2026.07 | 88.9 | 88.7 | 94.9 | 90.6 | 19.308 | 40.694 | 3.685 | 25.113 | |
| Uncertainty2026.07 | 86.8 | 93.9 | 82.4 | 83.3 | 19.437 | 40.769 | 3.764 | 25.276 | |
| DWA2026.07 | 74.8 | 81.1 | 64.4 | 62.9 | 19.462 | 40.959 | 3.72 | 25.305 | |
| Uniform2026.07 | 74.4 | 63 | 60.4 | 60.5 | 19.645 | 41.287 | 3.702 | 25.562 |