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Short Answer Question Answering on Natural Questions (NQ) (test)

67.4F1 ScoreAGAR
30.06439.75749.4559.143Jan 24, 2019Apr 17, 2020Jul 10, 2021Oct 2, 2022Dec 25, 2023Mar 18, 2025Jun 11, 2026

Evaluation results

MethodLinks
AGARBackbone=InternVL3.5-8B2026.0667.4———
RikiNet2020.0961.367.656.1—
Cluster-Former2020.0960.962.159.8—
VEA-ConBackbone=InternVL3.5-8B2026.0659.9———
UniformBackbone=InternVL3.5-8B2026.0659.6———
RandomBackbone=InternVL3.5-8B2026.0659.3———
Plain VQABackbone=InternVL3.5-8B2026.0659.1———
VEA-BrBackbone=InternVL3.5-8B2026.0659———
BigBird-ETC-large2020.0957.963.753—
ETC2020.0457.86——18
AGLABackbone=InternVL3.5-8B2026.0653———
VARBackbone=InternVL3.5-8B2026.0652.4———
BERT jointpre-training=SQuAD 1.1 fine-tuned2019.0152.163.844—
DocumentQA2019.0135.140.631—
CGRBackbone=InternVL3.5-8B2026.0633.6———
DecAtt + DocReader2019.0131.531.931.1—