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IPC Classification on Patent dataset IPC
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48.8
Macro F1
TechToken BERT
25.296
31.398
37.5
43.602
May 6, 2026
Macro F1
Micro F1
Hamming Loss
Updated 27d ago
Evaluation Results
Method
Method
Links
Macro F1
Micro F1
Hamming Loss
TechToken BERT
Inference approach=nex...
2026.05
48.8
44.9
0.02
Paecter
Selection Strategy=Bes...
2026.05
42
37.8
0.1
PatentSBERTa
Selection Strategy=Bes...
2026.05
35.6
30.3
0.12
BERT4Patents
Selection Strategy=Bes...
2026.05
35.4
30.1
0.12
LLaMA Patents
Selection Strategy=Bes...
2026.05
34.3
29.5
0.12
BERT4Patents FT
Selection Strategy=Bes...
2026.05
26.2
22.5
0.15
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