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Benchmarks
Deductive Reasoning on FOLIO
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0.22
Normalized Generalization Error Approximation
LoRA+
0.1868
0.4109
0.635
0.8591
Jun 11, 2026
Normalized Generalization Error Approximation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normalized Generalization Error Approximation
LoRA+
Backbone=TinyLlama [71]
2026.06
0.22
r-cLA
Backbone=TinyLlama [71]
2026.06
0.44
Asymm
Backbone=TinyLlama [71]
2026.06
0.74
FFT
Backbone=TinyLlama [71]
2026.06
0.77
RAC
Backbone=TinyLlama [71]
2026.06
0.81
c3LA
Backbone=TinyLlama [71]
2026.06
0.81
CoLA
Backbone=TinyLlama [71]
2026.06
0.92
cLA
Backbone=TinyLlama [71]
2026.06
0.99
LoRA
Backbone=TinyLlama [71]
2026.06
1
r-c3LA
Backbone=TinyLlama [71]
2026.06
1.05
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