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1. AA-CLIP AA-CLIP Public

   The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP

   Python 228 23

2. UniAS UniAS Public

   The official repo for ”[WACV2025] Towards Accurate Unified Anomaly Segmentation“

   Python 15 2

3. FengheTan9/LLM4Seg FengheTan9/LLM4Seg Public

   [MICCAI 2025] Official code for "Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster"

   Python 50 5

4. CausalSpatial/CausalSpatial CausalSpatial/CausalSpatial Public

   [Official Repo] CausalSpatial: A Comprehensive Benchmark for Object-Centric Causal Spatial Reasoning

   Python 11