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Benchmarks
Multi-attribute Conditional Text Generation on CompMCTG In-distribution Few-shot 1.0 (test)
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87.81
Accuracy
Dis-Lens
41.2804
53.3602
65.44
77.5198
Apr 5, 2024
Accuracy
Perplexity
Updated 5mo ago
Evaluation Results
Method
Method
Links
Accuracy
Perplexity
Dis-Lens
Category=Separate-Trai...
2024.04
87.81
95.05
Prior
Category=Separate-Trai...
2024.04
85.19
118.97
Con. Prefix
Category=Joint-Trainin...
2024.04
79.89
88.34
DCG
Category=Joint-Trainin...
2024.04
78.89
63.22
CTRL
Category=Joint-Trainin...
2024.04
77.87
48.48
LLaMA-2
Category=LLM+In-contex...
2024.04
62.78
26.08
CatPrompt
Category=Joint-Trainin...
2024.04
62.47
163.66
Fudge
Category=Decoding-Time...
2024.04
58
167.31
ChatGPT
Category=LLM+In-contex...
2024.04
56.64
18.62
PPLM
Category=Decoding-Time...
2024.04
43.07
361.6
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