Beyond Geometry: Benchmarking and Consistency Reasoning for 3D Logical Anomaly Detection

arXiv:2609.34143 · cs.CV · Submitted 2026-09-28 · Read on arXiv

cs.CV

Submitted: 2026-09-28

Updated: 2026-09-28

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Consistency — 40× in this paper · explained in 3 episodes
Benchmark — 13× in this paper · explained in 2 episodes
Point Clouds — 9× in this paper · explained in 2 episodes
Alignment — 4× in this paper · explained in 1 episode
Benchmarking — 3× in this paper · explained in 3 episodes
Generalization — 3× in this paper · explained in 13 episodes
Ablation — 2× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Optimal Transport — 2× in this paper · explained in 5 episodes
Verification — 2× in this paper · explained in 2 episodes
Bearing Connector Assembly — 1× in this paper
Circular Connector — 1× in this paper
Elbow Joint — 1× in this paper
Feature Extraction — 1× in this paper · explained in 2 episodes
Mechanical Mounting Base — 1× in this paper
Oval Mounting Flange — 1× in this paper
Pipe Bracket — 1× in this paper
Rail Bracket Assembly — 1× in this paper
Reconstruction Error — 1× in this paper · explained in 2 episodes
Rectangular Cover — 1× in this paper
Rectangular Mounting Plate — 1× in this paper
Self-Supervised Learning — 1× in this paper · explained in 7 episodes
Valve Component — 1× in this paper
Wheel Hub — 1× in this paper

Sources

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