├── .gitignore ├── README.md ├── app.py ├── assets ├── cat.mp4 └── demo.gif ├── evaluation ├── .DS_Store ├── eval_img │ ├── run_val.sh │ └── val.py ├── mevis_val_u │ ├── eval_mevis.py │ ├── inference_mevis.py │ ├── metrics.py │ ├── run_eval_mevis.sh │ └── run_inference_mevis.sh ├── reason_vos │ ├── eval_reason_vos.py │ ├── inference_reason_vos.py │ ├── metrics.py │ ├── run_eval.sh │ └── run_inference_reason_vos.sh ├── refdavis │ ├── davis2017 │ │ ├── __init__.py │ │ ├── davis.py │ │ ├── evaluation.py │ │ ├── metrics.py │ │ ├── results.py │ │ └── utils.py │ ├── eval_davis.py │ ├── inference_davis.py │ ├── post_process_davis.py │ ├── run_inference_refdavis.sh │ └── run_post_process.sh ├── refytvos │ ├── inference_refytvos.py │ └── run_inference_refytvos.sh ├── revos │ ├── eval_revos.py │ ├── inference_revos.py │ ├── metrics.py │ ├── run_eval.sh │ └── run_inference_revos.sh ├── videoinfer │ ├── baselines │ │ ├── inference_gpt4o.py │ │ ├── inference_osprey.py │ │ ├── inference_videollama3.py │ │ ├── inference_videorefer.py │ │ └── run_inference.sh │ ├── eval.py │ ├── eval_gpt.ipynb │ ├── inference_videoinfer.py │ ├── merge.py │ └── run_inference_parallel.sh ├── videorefer_bench │ ├── eval_videorefer_bench_q.py │ ├── inference_videorefer.py │ └── run_inference_videorefer.sh └── vipbench │ ├── evaluator.py │ ├── inference_vipbench.py │ └── run_inference_vipbench.sh ├── merge.sh ├── merge_lora_weights_and_save_hf_model.py ├── model ├── STOM.py ├── llava │ ├── __init__.py │ ├── constants.py │ ├── conversation.py │ ├── mm_utils.py │ ├── model │ │ ├── __init__.py │ │ ├── language_model │ │ │ └── llava_phi3.py │ │ ├── layers.py │ │ ├── llava_arch.py │ │ ├── multimodal_encoder │ │ │ ├── builder.py │ │ │ └── clip_encoder.py │ │ └── multimodal_projector │ │ │ └── builder.py │ └── utils.py ├── qwen_2_5_vl.py ├── qwen_2_5_vl_sam2.py ├── sam2.py └── segment_anything │ ├── __init__.py │ ├── automatic_mask_generator.py │ ├── build_sam.py │ ├── modeling │ ├── __init__.py │ ├── common.py │ ├── image_encoder.py │ ├── mask_decoder.py │ ├── prompt_encoder.py │ ├── sam.py │ └── transformer.py │ ├── predictor.py │ └── utils │ ├── __init__.py │ ├── amg.py │ ├── onnx.py │ └── transforms.py ├── requirements.txt ├── run_torchrun.sh ├── train_joint.py └── utils ├── ade20k_classes.json ├── cocostuff_classes.txt ├── data_processing.py ├── dataset.py ├── grefcoco.py ├── grefer.py ├── mevis_dataset.py ├── reason_seg_dataset.py ├── ref_davis_dataset.py ├── refer.py ├── refer_seg_dataset.py ├── refer_videoqa_dataset.py ├── refer_vos_dataset.py ├── refer_vqa_datatset.py ├── revos_dataset.py ├── sem_seg_dataset.py ├── utils.py ├── video_capture.py ├── videoqa_dataset.py ├── visual_prompt_generator.py ├── visual_prompt_organizer.py ├── vos_dataset.py └── vqa_dataset.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qirui-chen/RGA3-release/HEAD/.gitignore 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