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DesonDai
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UIPress

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UIPress
File size: 4,592 Bytes
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{
  "efficientui_prune60": {
    "n_samples": 50,
    "avg_text_f1": 0.6962,
    "avg_element_f1": 0.7658,
    "avg_dom_depth": 4.8,
    "avg_dom_nodes": 25.8,
    "avg_css_properties": 48.2,
    "avg_css_unique_props": 15.5,
    "per_category_f1": {
      "buttons": 0.8213,
      "inputs": 0.8941,
      "images": 0.845,
      "links": 0.6323,
      "headings": 0.5976,
      "lists": 0.7519,
      "tables": 0.96,
      "forms": 0.98,
      "nav": 0.7691,
      "containers": 0.6164,
      "text_inline": 0.5557
    }
  },
  "efficientui_prune80": {
    "n_samples": 50,
    "avg_text_f1": 0.5292,
    "avg_element_f1": 0.6945,
    "avg_dom_depth": 4.0,
    "avg_dom_nodes": 19.5,
    "avg_css_properties": 34.2,
    "avg_css_unique_props": 10.1,
    "per_category_f1": {
      "buttons": 0.82,
      "inputs": 0.8382,
      "images": 0.82,
      "links": 0.5088,
      "headings": 0.421,
      "lists": 0.6778,
      "tables": 0.96,
      "forms": 0.98,
      "nav": 0.736,
      "containers": 0.4202,
      "text_inline": 0.4574
    }
  },
  "qwen3_full": {
    "n_samples": 50,
    "avg_text_f1": 1.0,
    "avg_element_f1": 1.0,
    "avg_dom_depth": 5.7,
    "avg_dom_nodes": 43.6,
    "avg_css_properties": 55.1,
    "avg_css_unique_props": 19.6,
    "per_category_f1": {
      "buttons": 1.0,
      "inputs": 1.0,
      "images": 1.0,
      "links": 1.0,
      "headings": 1.0,
      "lists": 1.0,
      "tables": 1.0,
      "forms": 1.0,
      "nav": 1.0,
      "containers": 1.0,
      "text_inline": 1.0
    }
  },
  "qwen3_res_1003520": {
    "n_samples": 50,
    "avg_text_f1": 0.8869,
    "avg_element_f1": 0.8835,
    "avg_dom_depth": 5.6,
    "avg_dom_nodes": 40.0,
    "avg_css_properties": 59.7,
    "avg_css_unique_props": 20.3,
    "per_category_f1": {
      "buttons": 0.9048,
      "inputs": 0.9533,
      "images": 0.934,
      "links": 0.8491,
      "headings": 0.7725,
      "lists": 0.8799,
      "tables": 0.98,
      "forms": 0.98,
      "nav": 0.8391,
      "containers": 0.8288,
      "text_inline": 0.7974
    }
  },
  "qwen3_res_230400": {
    "n_samples": 50,
    "avg_text_f1": 0.6244,
    "avg_element_f1": 0.7481,
    "avg_dom_depth": 4.6,
    "avg_dom_nodes": 21.8,
    "avg_css_properties": 32.0,
    "avg_css_unique_props": 12.6,
    "per_category_f1": {
      "buttons": 0.8433,
      "inputs": 0.8585,
      "images": 0.836,
      "links": 0.5918,
      "headings": 0.5942,
      "lists": 0.7042,
      "tables": 0.96,
      "forms": 0.96,
      "nav": 0.732,
      "containers": 0.5961,
      "text_inline": 0.5526
    }
  },
  "uipress_256": {
    "n_samples": 50,
    "avg_text_f1": 0.2091,
    "avg_element_f1": 0.6371,
    "avg_dom_depth": 3.9,
    "avg_dom_nodes": 18.4,
    "avg_css_properties": 0.1,
    "avg_css_unique_props": 0.1,
    "per_category_f1": {
      "buttons": 0.74,
      "inputs": 0.8,
      "images": 0.7,
      "links": 0.3995,
      "headings": 0.4197,
      "lists": 0.617,
      "tables": 0.96,
      "forms": 0.96,
      "nav": 0.72,
      "containers": 0.3521,
      "text_inline": 0.3395
    }
  },
  "visionzip_128": {
    "n_samples": 50,
    "avg_text_f1": 0.2804,
    "avg_element_f1": 0.6619,
    "avg_dom_depth": 3.6,
    "avg_dom_nodes": 23.3,
    "avg_css_properties": 23.0,
    "avg_css_unique_props": 8.3,
    "per_category_f1": {
      "buttons": 0.75,
      "inputs": 0.8,
      "images": 0.78,
      "links": 0.437,
      "headings": 0.3963,
      "lists": 0.68,
      "tables": 0.96,
      "forms": 0.94,
      "nav": 0.7533,
      "containers": 0.4076,
      "text_inline": 0.3763
    }
  },
  "visionzip_256": {
    "n_samples": 50,
    "avg_text_f1": 0.3574,
    "avg_element_f1": 0.6661,
    "avg_dom_depth": 3.3,
    "avg_dom_nodes": 9.4,
    "avg_css_properties": 13.8,
    "avg_css_unique_props": 6.1,
    "per_category_f1": {
      "buttons": 0.8,
      "inputs": 0.78,
      "images": 0.8,
      "links": 0.4269,
      "headings": 0.3264,
      "lists": 0.715,
      "tables": 0.96,
      "forms": 0.96,
      "nav": 0.74,
      "containers": 0.3956,
      "text_inline": 0.4234
    }
  },
  "visionzip_64": {
    "n_samples": 50,
    "avg_text_f1": 0.1966,
    "avg_element_f1": 0.6567,
    "avg_dom_depth": 2.9,
    "avg_dom_nodes": 12.4,
    "avg_css_properties": 11.1,
    "avg_css_unique_props": 5.5,
    "per_category_f1": {
      "buttons": 0.78,
      "inputs": 0.82,
      "images": 0.8,
      "links": 0.3603,
      "headings": 0.3433,
      "lists": 0.68,
      "tables": 0.96,
      "forms": 0.96,
      "nav": 0.74,
      "containers": 0.3583,
      "text_inline": 0.4214
    }
  }
}