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Benchmarks
Text Style Transfer on Yelp (Acc, BLEU, G-score, PPL)
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82
Accuracy
B-GST
9.2
28.1
47
65.9
Feb 23, 2024
Accuracy
BLEU Score
G-score
Perplexity
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
BLEU Score
G-score
Perplexity
B-GST
Architecture=LSTM, Sup...
2024.02
82
32.06
35.43
50.45
β-VAE
Architecture=LSTM, Sup...
2024.02
40.3
7.58
6.86
59.34
MATTE
Architecture=LSTM, Sup...
2024.02
34.3
50.14
26.34
51.51
CPVAE
Architecture=LSTM, Sup...
2024.02
14.5
51.47
16.84
72.81
JointTrain
Architecture=LSTM, Sup...
2024.02
14.2
31.72
12.74
84.07
Optimus
Architecture=PLM, Supe...
2024.02
13.6
69.82
21.24
52.56
GPT2-FT
Architecture=PLM, Supe...
2024.02
12
39.62
14.49
78.37
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