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Benchmarks
Continual Learning Classification on Standard CL Benchmark (4 tasks)
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88.25
Average Accuracy (AA)
SAE-FD
75.614
78.8945
82.175
85.4555
May 25, 2026
Average Accuracy (AA)
Backward Transfer (BWT)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Average Accuracy (AA)
Backward Transfer (BWT)
SAE-FD
Backbone=LLaMA-2-7B-Ch...
2026.05
88.25
0.89
SeqLoRA
Backbone=LLaMA-2-7B-Ch...
2026.05
85.62
4.71
SAPT-LoRA
Backbone=LLaMA-2-7B-Chat
2026.05
81.1
-
SLAO
Backbone=LLaMA-2-7B-Chat
2026.05
80.4
-
DATA
Backbone=LLaMA-2-7B-Chat
2026.05
79.8
-
InfLoRA
Backbone=LLaMA-2-7B-Chat
2026.05
79.6
-
GORP
Backbone=LLaMA-2-7B-Chat
2026.05
78.6
-
N-LoRA
Backbone=LLaMA-2-7B-Chat
2026.05
77.6
-
O-LoRA
Backbone=LLaMA-2-7B-Chat
2026.05
76.1
-
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