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Benchmarks
News Classification on XGLUE-NC (test)
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87.8
Accuracy (Non-Fed)
LoRA
85.512
86.106
86.7
87.294
Nov 1, 2024
Accuracy (Non-Fed)
Accuracy (beta=5.0)
Accuracy (beta=2.0)
Accuracy (beta=0.5)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Non-Fed)
Accuracy (beta=5.0)
Accuracy (beta=2.0)
Accuracy (beta=0.5)
LoRA
Params (%)=0.055%
2024.11
87.8
80.4
78.4
74.6
Full Fine-tuning
Params (%)=100%
2024.11
87.6
84.5
83.7
80.7
AdaMix
Params (%)=0.277%
2024.11
87.6
79.6
79.1
76.6
Adapter
Params (%)=0.225%
2024.11
87.5
78.6
75
74.3
C2A
Params (%)=0.049%
2024.11
87.4
82.8
82.2
80.2
Compacter
Params (%)=0.021%
2024.11
87.3
75.9
73.4
71
BitFit
Params (%)=0.038%
2024.11
87.3
78.4
76.8
72.1
Prompt-tuning
Params (%)=0.017%
2024.11
85.6
61.2
60.6
58
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