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Benchmarks
Natural Language Explanation Generation on e-SNLI (test)
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86.66
Accuracy
AdaLoRA (4.48%)
82.4584
83.5492
84.64
85.7308
May 22, 2023
Accuracy
nBERTs
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
nBERTs
AdaLoRA (4.48%)
Trainable Parameters=4...
2023.05
86.66
72.19
(IA)³
Trainable Parameters=0...
2023.05
86.64
72.18
AdaLoRA (1.15%)
Trainable Parameters=1...
2023.05
84.5
77.43
LoRA (Att.QV, Rank=128)
Trainable Parameters=4...
2023.05
84.26
76.49
LoRA (Att.KQVO, Rank=4)
Trainable Parameters=0...
2023.05
84.05
77.04
SPARSEFIT (Att.Q+LN)
Trainable Parameters=6...
2023.05
82.62
75.63
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