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Benchmarks
Personalized Text Generation on LaMP-4 (val)
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19.3
ROUGE-1 Recall
PHFCompass
14.308
15.604
16.9
18.196
Jun 1, 2026
ROUGE-1 Recall
ROUGE-L Recall
Updated 1d ago
Evaluation Results
Method
Method
Links
ROUGE-1 Recall
ROUGE-L Recall
PHFCompass
Paradigm=PHF Implements
2026.06
19.3
17.2
OPPU
Paradigm=Flat: Aggrega...
2026.06
19.2
17
PPlug
Paradigm=Flat: Aggrega...
2026.06
18.2
16.2
T-H+L-F
Paradigm=PHF Implements
2026.06
17.4
15.5
Dense
Paradigm=Flat: Retriev...
2026.06
17.1
15.3
BM25
Paradigm=Flat: Retriev...
2026.06
17
15.1
T-H
Paradigm=PHF Implements
2026.06
16.8
15.1
L-F
Paradigm=PHF Implements
2026.06
16.8
15.1
Recency
Paradigm=Flat: Retriev...
2026.06
16.7
15
ROPG
Paradigm=Flat: Retriev...
2026.06
16.5
14.8
T-H+T-F
Paradigm=PHF Implements
2026.06
15.8
14
T-F
Paradigm=PHF Implements
2026.06
15.2
13.6
DiffMean
Paradigm=Flat: Aggrega...
2026.06
14.6
12.6
Zero-Shot
Base Model=Qwen2.5-7B-...
2026.06
14.5
12.3
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