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Text Compression Efficiency on PwC
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146
Decoding Speed (KB/s)
TextEconomizer
-0.64
37.43
75.5
113.57
Jun 6, 2026
Decoding Speed (KB/s)
Compression Ratio
GFLOPs
MACs ($10^9$)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Decoding Speed (KB/s)
Compression Ratio
GFLOPs
MACs ($10^9$)
TextEconomizer
#Params=86M, Token%=20
2026.06
146
5.39
7.22
3.61
LLaMAFormer
#Params=50M, Token%=20
2026.06
133
5.39
8.83
4.42
TextEconomizer
#Params=86M, Token%=50
2026.06
121
3.86
7.35
3.68
LLaMAFormer
#Params=50M, Token%=50
2026.06
107
3.86
8.97
4.48
TextEconomizer
#Params=86M, Token%=100
2026.06
75
-
7.58
3.79
LLaMAFormer
#Params=50M, Token%=100
2026.06
60
-
9.2
4.6
NUGGET
#Params=602M, Token%=10
2026.06
38
10
85.48
42.74
AutoEncoder
#Params=67M, Token%=100
2026.06
5
67
13.27
6.64
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