| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EndoVis at t=1 18 | Accuracy62.65 | 11 | 4d ago | ||
| Overlapping classes t=1 | Accuracy64.6 | 11 | 4d ago | ||
| N/O classes Old (t=1) | Acc6.11 | 11 | 4d ago | ||
| Average t=1 | CS-VQLA | Accuracy64.73 | 10 | 4d ago | |
| EndoVis at t=1 17 | Accuracy81.59 | 10 | 4d ago | ||
| New N/O classes (t=1) | Accuracy0.8696 | 10 | 4d ago | ||
| Average t=2 | CS-VQLA | Accuracy42.46 | 10 | 4d ago | |
| M2CAI16 t=2 | Accuracy51.06 | 10 | 4d ago | ||
| EndoVis17 (t=2) | CS-VQLA | Acc46.77 | 10 | 4d ago | |
| EndoVis 18 (t=2) | CS-VQLA | Accuracy39.13 | 10 | 4d ago | |
| New N/O t=2 | Accuracy55.56 | 10 | 4d ago | ||
| Overlapping t=2 | LwF | Acc42.75 | 10 | 4d ago | |
| Old N/O (t=2) | CS-VQLA | Accuracy28.2 | 10 | 4d ago |
