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Benchmarks
Sentiment Control on Yelp polarity corpus (test)
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96.09
Internal Classification Accuracy
Mix&Match
60.0748
69.4249
78.775
88.1251
May 19, 2023
Internal Classification Accuracy
External Classification Accuracy
Perplexity (PPL)
Distinct-3 Grams
Repetition Rate (3-gram)
Human Evaluation: Fluency
Human Evaluation: Coherence
Updated 4d ago
Evaluation Results
Method
Method
Links
Internal Classification Accuracy
External Classification Accuracy
Perplexity (PPL)
Distinct-3 Grams
Repetition Rate (3-gram)
Human Evaluation: Fluency
Human Evaluation: Coherence
Mix&Match
Speed=1.62
2023.05
96.09
84.98
66.75
0.82
0.006
15.6
33.9
BOLT
Speed=13.79
2023.05
95.78
80.12
8.12
0.65
0.002
74.4
56.7
MuCola
Speed=0.80
2023.05
93.22
86.55
11.36
0.55
0.057
10
65
COLD
Speed=2.04
2023.05
61.46
55.1
9.09
0.3
0.013
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