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SOTA Bilingual Lexicon Induction benchmarks and papers with code | Wizwand
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Bilingual Lexicon Induction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
XLING (test)
LLAMA-2 13B
Average Score
61.8
15
3mo ago
BUCC 2020 (test)
GEN-RTV
DE-EN Score
74.2
10
3mo ago
PanLex-BLI EU-ET (test)
Stage C2 (C1, λ=0.4)
P@1
36.7
7
3mo ago
PanLex-BLI HU-EU (test)
Stage C2 (C1, λ=0.4)
P@1
34.62
7
3mo ago
MUSE (test)
RTV
P@1 (en-es →)
89.9
7
3mo ago
WikiDIR (bar)
Random Forest
F1 Score
70
6
1mo ago
WikiDIR (pfl)
Random Forest
F1 Score
82
6
1mo ago
WikiDIR (als)
Random Forest
F1 Score
80
6
1mo ago
WikiDIR (nds)
Random Forest
F1 Score
71
6
1mo ago
WikiDIR (ksh)
Random Forest
F1 Score
79
6
1mo ago
Glavaš 1k translation pairs 2019
Stage C2 (C1)
Acc (DE→*)
46.61
6
3mo ago
Glavaš 5k translation pairs 2019
Stage C2 (C1)
Recall (DE->*)
48.86
6
3mo ago
PanLex-BLI ET-HU (test)
Stage C2 (C1)
P@1
44.64
6
3mo ago
PanLex-BLI HE-BG (test)
Stage C2 (C1)
Precision@1
37.78
6
3mo ago
PanLex-BLI CA-HE (test)
Stage C2 (C1)
P@1
33.99
6
3mo ago
PanLex-BLI BG-CA (test)
Stage C2 (C1)
Precision@1
44.28
6
3mo ago
DiaLemma Bavarian (test)
Random Forest
Precision
64.6
3
1mo ago
BLI
Mirror-BERT
EN-FR Score
0.458
2
3mo ago
BLI FI-TR
Prix-LM + Mirror
Accuracy
0.077
2
3mo ago
BLI FI-RU
Prix-LM + Mirror
Accuracy
4.2
2
3mo ago
BLI EN-FI
Prix-LM + Mirror
Accuracy
0.069
2
3mo ago
BLI EN-RU
Prix-LM + Mirror
Accuracy
3.7
2
3mo ago
BLI (EN-TR)
XLM-R + Mirror
Accuracy
6.9
2
3mo ago
BLI EN-IT
XLM-R + Mirror
Accuracy
12
2
3mo ago
MUSE zh-en (test)
GEN-RTV
Precision
96.6
2
3mo ago
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