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Benchmarks
Language Model Continual Learning on Standard CL Benchmark Order 1
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77.24
Average Performance
O-LoRA
45
53.37
61.74
70.11
May 11, 2026
Average Performance
Last Task Performance
Forgetting
Updated 2mo ago
Evaluation Results
Method
Method
Links
Average Performance
Last Task Performance
Forgetting
O-LoRA
Type=RISE
2026.05
77.24
88.81
1.43
O-LoRA
Type=FO
2026.05
77.19
89.04
2.83
SeqLoRA
Type=RISE
2026.05
74.85
89.46
7.01
O-LoRA
Type=ZO
2026.05
62.42
61.7
0.98
SeqLoRA
Type=FO
2026.05
53.33
89.99
35.57
SeqLoRA
Type=ZO
2026.05
46.24
62.05
3.67
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