Continual Learning on Standard CL benchmarks (OP, BWT)
80.3OPMTL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MTLBackbone=T5-large2025.02 | 80.3 | — | |
| Recurrent-KIFBackbone=T5-large2025.02 | 78.4 | -2.8 | |
| MIGUBackbone=T5-large2025.02 | 76.6 | — | |
| TaSLBackbone=T5-large2025.02 | 76.3 | -4 | |
| VR-MCLBackbone=T5-large2025.02 | 76 | -3.7 | |
| O-LORABackbone=T5-large2025.02 | 75.8 | -3.8 | |
| LFPT5Backbone=T5-large2025.02 | 72.7 | — | |
| LoRAReplayBackbone=T5-large2025.02 | 68.8 | -11.7 | |
| IncLORABackbone=T5-large2025.02 | 66.4 | -20 | |
| L2PBackbone=T5-large2025.02 | 60.7 | — | |
| MoELORABackbone=T5-large2025.02 | 54.1 | — | |
| EWCBackbone=T5-large2025.02 | 50.3 | — | |
| SeqLORABackbone=T5-large2025.02 | 43.7 | -50.4 |