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Benchmarks
Longform Biography Generation on Biographies (test)
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71.4
FACTSCORE
CoVe (factor+revise)
39.888
48.069
56.25
64.431
Sep 20, 2023
FACTSCORE
Avg # Facts Generated
Updated 4d ago
Evaluation Results
Method
Method
Links
FACTSCORE
Avg # Facts Generated
CoVe (factor+revise)
LLM=Llama 65B
2023.09
71.4
12.3
CoVe (factored)
LLM=Llama 65B
2023.09
63.7
11.7
Retrieval-based
LLM=PerplexityAI, Note...
2023.09
61.6
40.8
CoVe (joint)
LLM=Llama 65B
2023.09
60.8
12.8
Zero-shot
LLM=ChatGPT, Note=Repo...
2023.09
58.7
34.7
Few-shot
LLM=Llama 65B
2023.09
55.9
16.6
Zero-shot
LLM=Llama 2 70B Chat
2023.09
41.3
64.9
Zero-shot
LLM=InstructGPT, Note=...
2023.09
41.1
26.3
CoT
LLM=Llama 2 70B Chat
2023.09
41.1
49
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