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Table 3: 

FewRel2.0 development set results, accuracy and micro F1.

ModelMetric5-way 1-shot5-way 5-shot
Sentence-Pair Accuracy 75.48 ± 0.33% 78.43 ± 0.25% 
F1 71.85 ± 0.44% 75.43 ± 0.31% 
Threshold Accuracy 76.32 ± 0.12% 80.30 ± 0.09% 
F1 73.34 ± 0.25% 78.89 ± 0.11% 
NAV Accuracy 78.54 ± 0.08% 80.44 ± 0.11% 
F1 75.00 ± 0.22% 79.20 ± 0.14% 
MNAV Accuracy 78.23 ± 0.13% 81.25 ± 0.18% 
F1 75.22±0.19% 80.06±0.11% 
ModelMetric5-way 1-shot5-way 5-shot
Sentence-Pair Accuracy 75.48 ± 0.33% 78.43 ± 0.25% 
F1 71.85 ± 0.44% 75.43 ± 0.31% 
Threshold Accuracy 76.32 ± 0.12% 80.30 ± 0.09% 
F1 73.34 ± 0.25% 78.89 ± 0.11% 
NAV Accuracy 78.54 ± 0.08% 80.44 ± 0.11% 
F1 75.00 ± 0.22% 79.20 ± 0.14% 
MNAV Accuracy 78.23 ± 0.13% 81.25 ± 0.18% 
F1 75.22±0.19% 80.06±0.11% 
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