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Benchmarks
Natural Language Understanding on SuperGLUE (val) (BoolQ, CB, COPA, RTE, WIC)
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72.47
BoolQ Accuracy
LoRA-SAM
72.1788
72.2544
72.33
72.4056
Aug 27, 2025
BoolQ Accuracy
CB Accuracy
COPA Accuracy
RTE Accuracy
WIC Accuracy
Average Accuracy (SuperGLUE Subset)
Updated 1mo ago
Evaluation Results
Method
Method
Links
BoolQ Accuracy
CB Accuracy
COPA Accuracy
RTE Accuracy
WIC Accuracy
Average Accuracy (SuperGLUE Subset)
LoRA-SAM
Cost=×2, Backbone=T5-b...
2025.08
72.47
92.32
64.2
83.47
68.55
76.2
Bi-LoRA
Cost=×1, Backbone=T5-b...
2025.08
72.25
92.86
64.6
83.61
70.69
76.8
LoRA
Cost=×1, Backbone=T5-b...
2025.08
72.2
92.86
63.8
83.1
68.6
76.11
Full FT
Cost=×1, Backbone=T5-b...
2025.08
72.19
92.26
64.67
84.48
68.34
76.39
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