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Benchmarks
Sentence Simplification (Overall-Rewriting) on SimPA (out-of-domain)
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63
LENS
PO_Think
55.72
57.61
59.5
61.39
Dec 6, 2025
LENS
Updated 4d ago
Evaluation Results
Method
Method
Links
LENS
PO_Think
Backbone=Phi3.8B
2025.12
63
PO_Think
Backbone=Qwen7B
2025.12
62.7
PO_Think
Backbone=Qwen14B
2025.12
61.6
PO_Think
Backbone=Llama8B
2025.12
61.3
Vanilla
Backbone=Phi3.8B
2025.12
60.1
Vanilla
Backbone=Llama8B
2025.12
59.8
GPT-4o
2025.12
59.7
Vanilla
Backbone=Qwen14B
2025.12
58.7
Vanilla
Backbone=Qwen7B
2025.12
56
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