Fine-grained Class-level Continual Learning on TACO (session=8)
71.32Average Accuracy (AA)MasFACT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MasFACTReplay-based=false2026.05 | 71.32 | -0.11 | |
| MasRouterReplay-based=true2026.05 | 70.78 | 3.18 | |
| GDesignerReplay-based=true2026.05 | 69.72 | 2.89 | |
| ARGDesignerReplay-based=true2026.05 | 69.72 | 3.83 | |
| ARGDesignerReplay-based=false2026.05 | 65.67 | 5.53 | |
| GDesignerReplay-based=false2026.05 | 65.29 | 3.37 | |
| MasRouterReplay-based=false2026.05 | 63.57 | 4.9 | |
| AgentDropoutReplay-based=true2026.05 | 54.17 | 6.34 | |
| AFLOWReplay-based=true2026.05 | 53.41 | 4.36 | |
| AgentDropoutReplay-based=false2026.05 | 48.21 | 7.81 | |
| AFLOWReplay-based=false2026.05 | 47.92 | 7.25 |