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Table 2 Comparison of best experimental results on BioASQ 6b, 7b and 8b

From: External features enriched model for biomedical question answering

Model 6b Factoid QA 7b Factoid QA 8b Factoid QA
SAcc LAcc MRR SAcc LAcc MRR SAcc LAcc MRR
AUTH [29] 0.2015 0.4020 0.2713 0.2363 0.3710 0.2898 0.1642 0.2853 0.2105
ZhuLab-Fudan [30] 0.2387 0.3314 0.2762 0.2765 0.3922 0.3252 0.3509 0.5141 0.4115
Google [31] 0.4201 0.5822 0.4798
BioBERT [11] 0.4286 0.5714 0.4841 0.4367 0.6274 0.5115
UNCC [12] 0.3554 0.4922 0.4063
Umass [32] 0.3133 0.4798 0.3780
KU-DMIS-2020 [14] 0.4141 0.6134 0.4805 0.4510 0.6245 0.5163 0.3819 0.5719 0.4593
Our Model 0.4517 0.6294 0.5197 0.4444 0.6419 0.5165 0.3937 0.6098 0.4688
  1. Bold values represent the highest results