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Benchmarks
Natural Language Understanding on GLUE (test) (MRPC, CoLA, SST-2, QNLI, MNLI)
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86.8
MRPC Score
PiSSA
83.784
84.567
85.35
86.133
Jun 3, 2025
MRPC Score
CoLA Score
SST-2 Score
QNLI Score
MNLI Score
Average GLUE Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRPC Score
CoLA Score
SST-2 Score
QNLI Score
MNLI Score
Average GLUE Score
PiSSA
Backbone=T5-base, r/N=...
2025.06
86.8
78.5
93.7
92.9
85.3
87.4
DiaBlo
Backbone=T5-base, r/N=...
2025.06
86
80.5
94.3
93
85.4
87.8
Full FT
Backbone=T5-base, r/N=...
2025.06
84.6
80.7
94.8
93.2
86.3
87.9
LoRA
Backbone=T5-base, r/N=...
2025.06
84.3
79.6
94.1
93
85.7
87.3
DoRA
Backbone=T5-base, r/N=...
2025.06
83.9
79.1
94.4
93.1
85.3
87.2
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