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Benchmarks
Personalized Review Generation on Topic Writing
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2.0506
LLMScore
NextQuill
0.95496
1.239405
1.52385
1.808295
Jun 3, 2025
LLMScore
Delta (%)
Updated 20d ago
Evaluation Results
Method
Method
Links
LLMScore
Delta (%)
NextQuill
Category=PEFT-based
2025.06
2.0506
104.8
ContextSFT
Category=PEFT-based
2025.06
1.6966
69.4
LLM-TRSR
Category=Retrieval-based
2025.06
1.4237
42.2
Contriever
Category=Retrieval-based
2025.06
1.408
40.6
LatestK
Category=Retrieval-based
2025.06
1.3654
36.4
CoS
Category=Retrieval-based
2025.06
1.2263
22.5
Qwen
Category=Base Model
2025.06
1.0012
-
SFT
Category=PEFT-based
2025.06
0.9971
-0.01
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