Continual Learning on 15-task Sequence (Order-4)
76.5Average AccuracyMTL
Evaluation results
| Method | Links | |
|---|---|---|
| MTLBackbone=T5-Large2025.06 | 76.5 | |
| O-LoRABackbone=T5-Large2025.06 | 70.5 | |
| LFPT5Backbone=T5-Large2025.06 | 69.8 | |
| MoRAMBackbone=T5-Large2025.06 | 68.91 | |
| LB-CLBackbone=T5-Large2025.06 | 68.4 | |
| IncLoRABackbone=T5-Large2025.06 | 63.3 | |
| L2PBackbone=T5-Large2025.06 | 57.5 | |
| ReplayBackbone=T5-Large2025.06 | 55 | |
| LwFBackbone=T5-Large2025.06 | 50.1 | |
| EWCBackbone=T5-Large2025.06 | 45.3 | |
| SeqFTBackbone=T5-Large2025.06 | 7.4 | |
| SeqLoRABackbone=T5-Large2025.06 | 2.3 |