2 papers
cs.CV2026
Interpretable Logical Anomaly Classification via Constraint Decomposition and Instruction Fine-Tuning
Xufei Zhang, Xinjiao Zhou, Ziling Deng +2
Logical anomalies are violations of predefined constraints on object quantity, spatial layout, and compositional relationships in industrial images. While prior work largely treats…
cs.CV2025
The Fourth Monocular Depth Estimation Challenge
Anton Obukhov, Matteo Poggi, Fabio Tosi +54
This paper presents the results of the fourth edition of the Monocular Depth Estimation Challenge (MDEC), which focuses on zero-shot generalization to the SYNS-Patches benchmark, a…