Object Detection on COCO 2017 (Ab, Fb)
23.48AbGRPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GRPOTraining Strategy=Joint Training, Number of Tasks=5 Tasks2026.05 | 23.48 | — | |
| GRPOTraining Strategy=Joint Training, Number of Tasks=10 Tasks2026.05 | 23.48 | — | |
| SFTTraining Strategy=Joint Training, Number of Tasks=5 Tasks2026.05 | 20.39 | — | |
| SFTTraining Strategy=Joint Training, Number of Tasks=10 Tasks2026.05 | 20.39 | — | |
| RaPOTraining Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 19.31 | 1.39 | |
| RaPOTraining Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 19.12 | 1.37 | |
| GRPOTraining Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 14.64 | 6.67 | |
| GRPOTraining Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 14.3 | 6.73 | |
| LwFTraining Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 13.93 | 7.31 | |
| LwFTraining Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 13.41 | 7.34 | |
| EWCTraining Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 7.87 | 13.91 | |
| L2Training Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 7.82 | 13.72 | |
| L2Training Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 7.64 | 14.24 | |
| SFTTraining Strategy=Continual Learning, Number of Tasks=10 Tasks2026.05 | 7.41 | 12.51 | |
| EWCTraining Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 7.14 | 14.51 | |
| SFTTraining Strategy=Continual Learning, Number of Tasks=5 Tasks2026.05 | 7.09 | 13.37 |