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1. Jingkang50/OpenOOD Jingkang50/OpenOOD Public

   Benchmarking Generalized Out-of-Distribution Detection

   Python 906 116

2. lmms-finetune lmms-finetune Public

   A minimal codebase for finetuning large multimodal models, supporting llava-1.5/1.6, llava-interleave, llava-next-video, llava-onevision, llama-3.2-vision, qwen-vl, qwen2-vl, phi3-v etc.

   Python 211 24

3. DVERGE DVERGE Public

   [NeurIPS'20 Oral] DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

   Python 55 13

4. VLM-Visualizer VLM-Visualizer Public

   Visualizing the attention of vision-language models

   Jupyter Notebook 91 6

5. mink-plus-plus mink-plus-plus Public

   Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936

   Python 28 5

6. MixOE MixOE Public

   [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments

   Python 25 4