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ResearchFormerly WizWand

Paraphrase Detection on MRPC (Empirical Generalization Error G(W))

0.1Empirical Error G(W)c3LA
-0.29042.34484.987.6152Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
c3LABackbone=DeBERTa v3 Base [23]2026.060.1
LoRA+Backbone=DeBERTa v3 Base [23]2026.060.17
AsymmBackbone=RoBERTa-Base [42]2026.060.27
CoLABackbone=DeBERTa v3 Base [23]2026.060.29
cLABackbone=DeBERTa v3 Base [23]2026.060.29
r-c3LABackbone=DeBERTa v3 Base [23]2026.060.29
CoLABackbone=RoBERTa-Base [42]2026.060.34
RACBackbone=RoBERTa-Base [42]2026.060.37
r-c3LABackbone=RoBERTa-Base [42]2026.060.53
r-cLABackbone=RoBERTa-Base [42]2026.060.56
LoRA+Backbone=RoBERTa-Large [42]2026.060.57
RACBackbone=RoBERTa-Large [42]2026.060.58
AsymmBackbone=RoBERTa-Large [42]2026.060.6
c3LABackbone=RoBERTa-Base [42]2026.060.63
cLABackbone=RoBERTa-Base [42]2026.060.73
AsymmBackbone=DeBERTa v3 Base [23]2026.060.82
r-c3LABackbone=RoBERTa-Large [42]2026.060.83
LoRA+Backbone=RoBERTa-Base [42]2026.060.89
CoLABackbone=DeBERTa v2 XXL [24]2026.060.95
LoRABackbone=DeBERTa v2 XXL [24]2026.061
LoRABackbone=DeBERTa v3 Base [23]2026.061
LoRABackbone=RoBERTa-Base [42]2026.061
LoRABackbone=RoBERTa-Large [42]2026.061
CoLABackbone=RoBERTa-Large [42]2026.061.02
FFTModel=DeBERTa v3 Base2026.061.06
FFTModel (Backbone)=DeBERTa v3 Base [23]2026.061.06
c3LAModel (Backbone)=DeBERTa v2 XXL [24]2026.061.1
RACBackbone=DeBERTa v3 Base [23]2026.061.11
r-cLABackbone=RoBERTa-Large [42]2026.061.14
r-cLAModel=DeBERTa v3 Base2026.061.16
r-cLAModel (Backbone)=DeBERTa v3 Base [23]2026.061.16
RACBackbone=DeBERTa v2 XXL [24]2026.061.16
AsymmBackbone=DeBERTa v2 XXL [24]2026.061.17
FFTBackbone=DeBERTa v2 XXL [24]2026.061.18
FFTBackbone=DeBERTa v3 Base [23]2026.061.19
c3LABackbone=RoBERTa-Large [42]2026.061.2
r-c3LAModel (Backbone)=DeBERTa v2 XXL [24]2026.061.22
r-cLABackbone=DeBERTa v3 Base [23]2026.061.3
LoRA+Backbone=DeBERTa v2 XXL [24]2026.061.32
cLABackbone=DeBERTa v2 XXL [24]2026.061.35
r-cLABackbone=DeBERTa v2 XXL [24]2026.061.37
cLABackbone=RoBERTa-Large [42]2026.061.41
LoRA+Model=DeBERTa v3 Base2026.061.52
LoRA+Model (Backbone)=DeBERTa v3 Base [23]2026.061.52
FFTBackbone=RoBERTa-Large [42]2026.061.57
FFTBackbone=RoBERTa-Base [42]2026.061.58
c3LABackbone=DeBERTa v2 XXL [24]2026.061.6
AsymmModel (Backbone)=RoBERTa-Base [42]2026.061.64
r-c3LABackbone=DeBERTa v2 XXL [24]2026.061.77
CoLAModel (Backbone)=RoBERTa-Base [42]2026.062.05
RACModel (Backbone)=RoBERTa-Base [42]2026.062.2
r-c3LAModel=DeBERTa v3 Base2026.062.57
r-c3LAModel (Backbone)=DeBERTa v3 Base [23]2026.062.57
cLAModel=DeBERTa v3 Base2026.062.58
cLAModel (Backbone)=DeBERTa v3 Base [23]2026.062.58
CoLAModel=DeBERTa v3 Base2026.062.59
CoLAModel (Backbone)=DeBERTa v3 Base [23]2026.062.59
LoRA+Model (Backbone)=RoBERTa-Large [42]2026.062.64
RACModel (Backbone)=RoBERTa-Large [42]2026.062.68
AsymmModel (Backbone)=RoBERTa-Large [42]2026.062.77
r-c3LAModel (Backbone)=RoBERTa-Base [42]2026.063.21
r-cLAModel (Backbone)=RoBERTa-Base [42]2026.063.35
c3LAModel (Backbone)=RoBERTa-Base [42]2026.063.78
r-c3LAModel (Backbone)=RoBERTa-Large [42]2026.063.84
cLAModel (Backbone)=RoBERTa-Base [42]2026.064.37
LoRAModel (Backbone)=RoBERTa-Large [42]2026.064.64
CoLAModel (Backbone)=RoBERTa-Large [42]2026.064.71
r-cLAModel (Backbone)=RoBERTa-Large [42]2026.065.27
LoRA+Model (Backbone)=RoBERTa-Base [42]2026.065.33
c3LAModel (Backbone)=RoBERTa-Large [42]2026.065.57
LoRAModel (Backbone)=RoBERTa-Base [42]2026.066.01
CoLAModel (Backbone)=DeBERTa v2 XXL [24]2026.066.53
cLAModel (Backbone)=RoBERTa-Large [42]2026.066.54
LoRAModel (Backbone)=DeBERTa v2 XXL [24]2026.066.89
AsymModel=DeBERTa v3 Base2026.067.28
AsymmModel (Backbone)=DeBERTa v3 Base [23]2026.067.28
FFTModel (Backbone)=RoBERTa-Large [42]2026.067.29
RACModel (Backbone)=DeBERTa v2 XXL [24]2026.068.02
AsymmModel (Backbone)=DeBERTa v2 XXL [24]2026.068.09
FFTModel (Backbone)=DeBERTa v2 XXL [24]2026.068.15
c3LAModel=DeBERTa v3 Base2026.068.52
c3LAModel (Backbone)=DeBERTa v3 Base [23]2026.068.52
LoRAModel=DeBERTa v3 Base2026.068.9
LoRAModel (Backbone)=DeBERTa v3 Base [23]2026.068.9
LoRA+Model (Backbone)=DeBERTa v2 XXL [24]2026.069.08
cLAModel (Backbone)=DeBERTa v2 XXL [24]2026.069.31
r-cLAModel (Backbone)=DeBERTa v2 XXL [24]2026.069.47
FFTModel (Backbone)=RoBERTa-Base [42]2026.069.48
RACModel=DeBERTa v3 Base2026.069.86
RACModel (Backbone)=DeBERTa v3 Base [23]2026.069.86