Visual Task Classification on Medical vision seen
85.2F1 (seen tasks)TaCo
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TaCok=12026.04 | 85.2 | 85.9 | 78.4 | |
| TaCok=32026.04 | 85 | 85.4 | 78.7 | |
| TaCok=52026.04 | 84.6 | 84.6 | 78.3 | |
| TaCo + failure tasksk=12026.04 | 81.3 | 82.1 | 76.2 | |
| TaCo + failure tasksk=32026.04 | 80.7 | 81.5 | 76.1 | |
| TaCo + failure tasksk=52026.04 | 80.3 | 79.9 | 75.5 | |
| SimCLRk=12026.04 | 75.1 | 84 | 70.6 | |
| SimCLRk=32026.04 | 74.7 | 83.1 | 70.2 | |
| CLIPk=52026.04 | 74 | 81.7 | 71.1 | |
| SimCLRk=52026.04 | 73.9 | 82.1 | 69.6 | |
| CLIPk=32026.04 | 73.8 | 82.2 | 71.1 | |
| CLIPk=12026.04 | 73.6 | 82.4 | 70.9 | |
| ImageNetk=32026.04 | 71.9 | 81 | 69.2 | |
| ImageNetk=52026.04 | 71.8 | 80.7 | 69.1 | |
| ImageNetk=12026.04 | 71.7 | 81.1 | 69.1 |