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Benchmarks
Personalized Classification on LaMP-2 (val)
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53.1
Accuracy
PHFCompass
35.94
40.395
44.85
49.305
Jun 1, 2026
Accuracy
F1 Score
Updated 1d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
PHFCompass
Paradigm=PHF Implements
2026.06
53.1
46.1
L-F
Paradigm=PHF Implements
2026.06
52.8
49
T-H+T-F
Paradigm=PHF Implements
2026.06
51.8
47.8
T-H+L-F
Paradigm=PHF Implements
2026.06
50.6
47.4
PPlug
Paradigm=Flat: Aggrega...
2026.06
50.3
44.8
Dense
Paradigm=Flat: Retriev...
2026.06
49
46.8
ROPG
Paradigm=Flat: Retriev...
2026.06
48.9
45.5
T-F
Paradigm=PHF Implements
2026.06
46.7
43.3
T-H
Paradigm=PHF Implements
2026.06
45.7
44.4
BM25
Paradigm=Flat: Retriev...
2026.06
45.3
43.7
Recency
Paradigm=Flat: Retriev...
2026.06
44.9
43.2
OPPU
Paradigm=Flat: Aggrega...
2026.06
44.4
40
DiffMean
Paradigm=Flat: Aggrega...
2026.06
37.4
34.3
Zero-Shot
Base Model=Qwen2.5-7B-...
2026.06
36.6
33.7
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