VLM comparison test v2

vlm_comparison_v2.json

@@ -0,0 +1,16 @@
+{
+  "test_frame": "video_01_frame_200",
+  "qwen2vl_2b": {
+    "describe": "The image appears to be a close-up view of an internal structure, likely taken through a medical or surgical scope. The image shows a circular field of view with a focus on the interior of a body, possibly the mouth or throat. The background is dark, which makes the internal structures stand out prominently.\n\nIn the foreground, there is a visible part of the mouth or throat, with a reddish or pinkish hue. The tissue appears to be moist and slightly textured, indicating it might be mucous membrane or tissue. There are some visible structures within the mouth, such as teeth or other oral structures, but they are not clearly distinguishable due to the close-up nature of the image.\n\nThe image also shows a small, dark object, possibly a probe or instrument, inserted into the mouth or throat. This object is partially visible and seems to be positioned near the center of the image.\n\nThe overall appearance suggests that this is a medical or surgical procedure, possibly involving a biopsy or examination of the oral or throat area. The dark background and the close-up nature of the image emphasize the importance of the internal structures being examined.",
+    "instruments": "The image appears to be an endoscopic surgical image, which typically shows the interior of a body cavity or organ. In this case, the image shows a close-up view of what seems to be a surgical site, possibly a surgical site for a procedure such as a laparoscopic surgery.\n\nHere are some surgical instruments that can be identified in this image:\n\n1. **Surgical Instruments**:\n   - **Surgical Instruments** (e.g., forceps, scissors, clamps, forceps, scissors, etc.)\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n\n2. **Surgical Instruments**:\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n   - **Surgical Instruments** (e.g., scissors, forceps, clamps, etc.)\n\n3. **Surgical Instruments**:\n   - **",
+    "locate": "In the image, there are no surgical instruments visible. The view appears to be a close-up of a medical procedure, possibly an endoscopic examination."
+  },
+  "qwen2vl_7b": {
+    "describe": "This image appears to be a medical or surgical image, likely taken during a procedure or examination. The image shows a close-up view of a tissue structure, possibly within a body cavity or a surgical site. The tissue appears to be a combination of smooth and fibrous elements, with some areas showing a more granular texture. There are also some small, dark spots that could be indicative of blood or other fluid.\n\nThe overall appearance suggests that this could be a view of the inside of the body, possibly during a laparoscopic or endoscopic procedure. The tissue structure and the presence of fluid or blood-like spots are consistent with what might be seen during such procedures. The image does not provide enough context to determine the specific location or purpose of the procedure, but it is clear that it is a medical or surgical context.",
+    "instruments": "In the provided endoscopic pituitary surgery image, the following surgical instruments are visible:\n\n1. **Endoscope**: The endoscope is the primary instrument used to visualize the surgical field. It is inserted into the patient's body and provides a view of the surgical area.\n\n2. **Surgical Instruments**: There are several surgical instruments visible in the image, including:\n\n   - **Surgical Forceps**: These are used to grasp and manipulate tissues.\n   - **Surgical Scissors**: These are used to cut tissues.\n   - **Surgical Suction Device**: This is used to remove fluids and debris from the surgical site.\n\nThese instruments are essential for performing a pituitary surgery, allowing the surgeon to access and manipulate the pituitary gland and surrounding structures safely and effectively.",
+    "locate": "The image appears to be a medical or surgical image, possibly from an endoscopic procedure. Here are the surgical instruments and their locations:\n\n1. **Endoscope**: The endoscope is the primary instrument used in this image. It is visible in the center of the image, providing a view of the internal structures.\n\n2. **Surgical Instruments**:\n   - **Forceps**: There is a forceps visible on the left side of the image, likely being used to manipulate or hold tissue.\n   - **Suction Device**: A suction device is also visible on the left side, which is used to remove fluids or debris from the surgical site.\n\nThese instruments are typically used in endoscopic surgeries to perform various tasks such as visualization, tissue manipulation, and fluid management."
+  },
+  "internvl2_4b": {
+    "error": "This modeling file requires the following packages that were not found in your environment: timm. Run `pip install timm`"
+  }
+}