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  1. OpenOOD-VLM OpenOOD-VLM Public

    Forked from YBZh/OpenOOD-VLM

    ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models

    Python

  2. KRNFT KRNFT Public

    ACM MM 2025 Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection

    Python 9

  3. ANTS ANTS Public

    official code for ANTS: Shaping the Adaptive Negative Textual Space by MLLM for OOD Detection

    Python 5