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之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_HuatuoGPT_V_34B.sh

@@ -0,0 +1,27 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+export CUDA_VISIBLE_DEVICES=0,2,3
+
+MODEL_PATH="FreedomIntelligence/HuatuoGPT-Vision-34B"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/HuatuoGPT-V-34B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT" \
+    --device auto
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_HuatuoGPT_V_7B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="FreedomIntelligence/HuatuoGPT-Vision-7B"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/HuatuoGPT-V-7B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_LLaVA_13B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="llava-hf/llava-1.5-13b-hf"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/LLaVA-13B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_LLaVA_7B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="llava-hf/llava-1.5-7b-hf"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/LLaVA-7B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_LLaVA_Med_7B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="microsoft/llava-med-v1.5-mistral-7b"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/LLaVA-Med-7B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_MedGemma_4B_IT.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="google/medgemma-4b-it"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/MedGemma-4B-IT"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_Qwen25VL_32B.sh

@@ -0,0 +1,27 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+export CUDA_VISIBLE_DEVICES=0,2,3
+
+MODEL_PATH="Qwen/Qwen2.5-VL-32B-Instruct"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-32B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT" \
+    --device auto
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_Qwen25VL_3B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="Qwen/Qwen2.5-VL-3B-Instruct"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-3B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_COCO_Qwen25VL_7B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="Qwen/Qwen2.5-VL-7B-Instruct"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-7B"
+
+python grounding_mask_region.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_HuatuoGPT_V_34B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+export CUDA_VISIBLE_DEVICES=0,2,3
+
+MODEL_PATH="FreedomIntelligence/HuatuoGPT-Vision-34B"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/HuatuoGPT-V-34B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT" \
+    --device auto
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_HuatuoGPT_V_7B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="FreedomIntelligence/HuatuoGPT-Vision-7B"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/HuatuoGPT-V-7B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_LLaVA_13B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="llava-hf/llava-1.5-13b-hf"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/LLaVA-13B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_LLaVA_7B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="llava-hf/llava-1.5-7b-hf"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/LLaVA-7B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_LLaVA_Med_7B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="microsoft/llava-med-v1.5-mistral-7b"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/LLaVA-Med-7B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_MedGemma_27B_IT.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+export CUDA_VISIBLE_DEVICES=0,2,3
+
+MODEL_PATH="google/medgemma-27b-it"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/MedGemma-27B-IT"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT" \
+    --device auto
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_MedGemma_4B_IT.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="google/medgemma-4b-it"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/MedGemma-4B-IT"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_Qwen25VL_32B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+export CUDA_VISIBLE_DEVICES=0,2,3
+
+MODEL_PATH="Qwen/Qwen2.5-VL-32B-Instruct"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-32B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT" \
+    --device auto
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_Qwen25VL_3B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="Qwen/Qwen2.5-VL-3B-Instruct"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-3B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_region/mask_region_VGMED_Qwen25VL_7B.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="Qwen/Qwen2.5-VL-7B-Instruct"
+VGMED_ROOT="../benchmarks/VGMED"
+OUTPUT_ROOT="grounding_results/Qwen2.5VL-7B"
+
+python grounding_mask_region.py \
+    --dataset VGMED \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --vgmed_root "$VGMED_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_region.py \
+#     --dataset VGMED \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --vgmed_root "$VGMED_ROOT" \
+#     --output_root "$OUTPUT_ROOT"

之前的代码版本/注意力关键词用于sam的/MedEvalKit/eval_scripts/grounding/mask_text/mask_text_COCO_HuatuoGPT_V_7B.sh

@@ -0,0 +1,24 @@
+#!/bin/bash
+# export HF_ENDPOINT=https://hf-mirror.com
+cd "$(dirname "$0")/../../.."
+
+MODEL_PATH="FreedomIntelligence/HuatuoGPT-Vision-7B"
+COCO_ROOT="../benchmarks/COCO/val2014"
+COCO_ANNOTATION_ROOT="../benchmarks/COCO"
+OUTPUT_ROOT="grounding_results/HuatuoGPT-V-7B"
+
+python grounding_mask_text.py \
+    --dataset COCO \
+    --q_type localization \
+    --model_path "$MODEL_PATH" \
+    --coco_root "$COCO_ROOT" \
+    --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+    --output_root "$OUTPUT_ROOT"
+
+# python grounding_mask_text.py \
+#     --dataset COCO \
+#     --q_type attribute \
+#     --model_path "$MODEL_PATH" \
+#     --coco_root "$COCO_ROOT" \
+#     --coco_annotation_root "$COCO_ANNOTATION_ROOT" \
+#     --output_root "$OUTPUT_ROOT"