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Benchmarks
Continual Learning on 15-task Sequence (Order-4)
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76.5
Average Accuracy
MTL
-0.668
19.366
39.4
59.434
Jun 26, 2025
Average Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Average Accuracy
MTL
Backbone=T5-Large
2025.06
76.5
O-LoRA
Backbone=T5-Large
2025.06
70.5
LFPT5
Backbone=T5-Large
2025.06
69.8
MoRAM
Backbone=T5-Large
2025.06
68.91
LB-CL
Backbone=T5-Large
2025.06
68.4
IncLoRA
Backbone=T5-Large
2025.06
63.3
L2P
Backbone=T5-Large
2025.06
57.5
Replay
Backbone=T5-Large
2025.06
55
LwF
Backbone=T5-Large
2025.06
50.1
EWC
Backbone=T5-Large
2025.06
45.3
SeqFT
Backbone=T5-Large
2025.06
7.4
SeqLoRA
Backbone=T5-Large
2025.06
2.3
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