Unverified50% confidenceDecision RuleExact time
ADE sets margin < 0.3 as the uncertainty marking threshold, and margin < 0.1 triggers VPU parallel exploration.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe VPU (Vector Processing Unit) is used in ADE for high-dimensional parallel exploration when margin < 0.1, returning a convergence metric based on Shannon entropy; the lower the entropy, the more it converges on a certain strategy.72% similarUnverified双线性插值用于掩码会在边界产生0.1、0.3等中间值，阈值化处理会引入边界偏移误差，影响IoU精度65% similarUnverifiedADE's rule evaluation stage includes margin gating, safety and stability rules, used respectively to flag uncertain decisions, reject placements that create holes or exceed the height limit, and prefer placements that form flat surfaces.64% similarUnverifiedIn data-sufficient scenarios, the Smatch++ gap between a simple post-hoc filtering strategy and APD is within 0.2 points57% similar
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