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Benchmarks
Lexical Entailment on Hyperlex Lexical
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0.794
Spearman Correlation
ROBERTa best
0.3156
0.4398
0.564
0.6882
Mar 14, 2024
Spearman Correlation
Updated 1mo ago
Evaluation Results
Method
Method
Links
Spearman Correlation
ROBERTa best
Setting=fine-tuned
2024.03
0.794
TaxoLLaMA
Setting=zero-shot
2024.03
0.702
ROBERTa mean
Setting=fine-tuned
2024.03
0.658
LEAR
Setting=fine-tuned
2024.03
0.544
Relative
Setting=zero-shot
2024.03
0.543
GRV SI
Setting=zero-shot
2024.03
0.483
SeVeN
Setting=zero-shot
2024.03
0.469
FastText
Setting=zero-shot
2024.03
0.439
Pair2Vec
Setting=zero-shot
2024.03
0.334
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