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Benchmarks
Natural Language Understanding on GLUE (CoLA, MRPC)
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87.63
CoLA Accuracy
MoSLoRA
30.2012
45.1106
60.02
74.9294
Feb 16, 2026
CoLA Accuracy
MRPC Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
CoLA Accuracy
MRPC Accuracy
MoSLoRA
Base Model=Qwen2-1.5B,...
2026.02
87.63
88.23
HydraLoRA
Base Model=Qwen2-1.5B,...
2026.02
87.54
88.17
LoRA
Base Model=Qwen2-1.5B,...
2026.02
87.25
87.3
DoRA
Base Model=Qwen2-1.5B,...
2026.02
87.15
87.19
MELoRA
Base Model=Qwen2-1.5B,...
2026.02
86.96
86.55
HypLoRA
Base Model=Qwen2-1.5B,...
2026.02
85.91
87.71
LoRA
Base Model=Qwen2-1.5B,...
2026.02
83.51
86.43
AdaLoRA
Base Model=Qwen2-1.5B,...
2026.02
82.45
79.77
HMoRA
Base Model=Qwen2-1.5B,...
2026.02
66.63
66.49
Base
Base Model=Qwen2-1.5B
2026.02
32.41
69.16
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