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Question Answering on Web Questions (Accuracy)

31.8Accuracy (WebQuestions)KDoS
18.17621.71325.2528.787Jun 22, 2026

Evaluation results

MethodLinks
KDoSBackbone=Qwen3-4B-Base2026.0631.8
Uni.Backbone=Qwen3-4B-Base, Synthesis Strategy=Uniform2026.0627.9
Qual.Backbone=Qwen3-4B-Base, Synthesis Strategy=Quality-filtered2026.0626.9
Rand.Backbone=Qwen3-4B-Base, Synthesis Strategy=Random2026.0626.1
Diff.Backbone=Qwen3-4B-Base, Synthesis Strategy=Difficulty-weighted2026.0626
SPBackbone=Qwen3-4B-Base, Training Data=Seed Pool2026.0623
BaseBackbone=Qwen3-4B-Base2026.0618.7