omni_extract_bench / assets /decomposition.svg
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<text class="h2" x="24" y="38">How each model fell short of 100%</text><line x1="775.0" y1="57" x2="775.0" y2="387" stroke="#e9ebf0"/><text class="dt" x="786.0" y="104.5">Matched</text><text class="dd" x="786.0" y="121.5">Addresses and values match.</text><text class="dt" x="786.0" y="143.5">Misread</text><text class="dd" x="786.0" y="160.5">Addresses match but the values don't.</text><text class="dt" x="786.0" y="182.5">Unfound</text><text class="dd" x="786.0" y="199.5">A gold address the provider didn't</text><text class="dd" x="786.0" y="216.5">produce.</text><text class="dt" x="786.0" y="238.5">Fabricated</text><text class="dd" x="786.0" y="255.5">The schema asks for it, gold omits but</text><text class="dd" x="786.0" y="272.5">the provider produced.</text><text class="dt" x="786.0" y="294.5">Invented item</text><text class="dd" x="786.0" y="311.5">An address under an unpaired array</text><text class="dd" x="786.0" y="328.5">element.</text><text class="dt" x="786.0" y="350.5">Invented field</text><text class="dd" x="786.0" y="367.5">An address the schema never offered.</text><text class="hd" x="32" y="77" text-anchor="start">SYSTEM</text><text class="hd" x="308.0" y="77" text-anchor="end">MATCHED (ACCURACY)</text><text class="hd" x="397.6" y="77" text-anchor="end">MISREAD</text><text class="hd" x="487.2" y="77" text-anchor="end">UNFOUND</text><text class="hd" x="576.8" y="77" text-anchor="end">FABRICATED</text><text class="hd" x="666.4" y="77" text-anchor="end">INV. ITEM</text><text class="hd" x="756.0" y="77" text-anchor="end">INV. FIELD</text><line x1="24" y1="87" x2="764.0" y2="87" stroke="#ced1d6"/><rect x="226.4" y="87" width="89.6" height="30" fill="#e4f2ff"/><rect x="674.4" y="87" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="107" style="fill:#001dbe">datalab-accurate</text><text class="num" x="308.0" y="107" text-anchor="end">93.85</text><text class="num" x="397.6" y="107" text-anchor="end">3.10</text><text class="num" x="487.2" y="107" text-anchor="end">1.64</text><text class="num" x="576.8" y="107" text-anchor="end">0.73</text><text class="num" x="666.4" y="107" text-anchor="end">0.69</text><text class="num" x="756.0" y="107" text-anchor="end">0.00</text><line x1="24" y1="117" x2="764.0" y2="117" stroke="#e9ebf0"/><text class="cell" x="32" y="137" style="fill:#346be2">datalab</text><text class="num" x="308.0" y="137" text-anchor="end">93.48</text><text class="num" x="397.6" y="137" text-anchor="end">2.93</text><text class="num" x="487.2" y="137" text-anchor="end">2.05</text><text class="num" x="576.8" y="137" text-anchor="end">0.77</text><text class="num" x="666.4" y="137" text-anchor="end">0.75</text><text class="num" x="756.0" y="137" text-anchor="end">0.02</text><line x1="24" y1="147" x2="764.0" y2="147" stroke="#e9ebf0"/><rect x="405.6" y="147" width="89.6" height="30" fill="#e4f2ff"/><rect x="674.4" y="147" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="167">reducto</text><text class="num" x="308.0" y="167" text-anchor="end">93.47</text><text class="num" x="397.6" y="167" text-anchor="end">3.23</text><text class="num" x="487.2" y="167" text-anchor="end">1.59</text><text class="num" x="576.8" y="167" text-anchor="end">0.99</text><text class="num" x="666.4" y="167" text-anchor="end">0.71</text><text class="num" x="756.0" y="167" text-anchor="end">0.00</text><line x1="24" y1="177" x2="764.0" y2="177" stroke="#e9ebf0"/><rect x="316.0" y="177" width="89.6" height="30" fill="#e4f2ff"/><rect x="674.4" y="177" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="197">claude</text><text class="num" x="308.0" y="197" text-anchor="end">90.96</text><text class="num" x="397.6" y="197" text-anchor="end">2.33</text><text class="num" x="487.2" y="197" text-anchor="end">4.91</text><text class="num" x="576.8" y="197" text-anchor="end">1.22</text><text class="num" x="666.4" y="197" text-anchor="end">0.58</text><text class="num" x="756.0" y="197" text-anchor="end">0.00</text><line x1="24" y1="207" x2="764.0" y2="207" stroke="#e9ebf0"/><rect x="674.4" y="207" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="227">extend</text><text class="num" x="308.0" y="227" text-anchor="end">90.17</text><text class="num" x="397.6" y="227" text-anchor="end">3.23</text><text class="num" x="487.2" y="227" text-anchor="end">1.69</text><text class="num" x="576.8" y="227" text-anchor="end">0.88</text><text class="num" x="666.4" y="227" text-anchor="end">4.01</text><text class="num" x="756.0" y="227" text-anchor="end">0.00</text><line x1="24" y1="237" x2="764.0" y2="237" stroke="#e9ebf0"/><rect x="674.4" y="237" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="257">llamaextract</text><text class="num" x="308.0" y="257" text-anchor="end">87.94</text><text class="num" x="397.6" y="257" text-anchor="end">3.85</text><text class="num" x="487.2" y="257" text-anchor="end">2.53</text><text class="num" x="576.8" y="257" text-anchor="end">5.14</text><text class="num" x="666.4" y="257" text-anchor="end">0.54</text><text class="num" x="756.0" y="257" text-anchor="end">0.00</text><line x1="24" y1="267" x2="764.0" y2="267" stroke="#e9ebf0"/><rect x="584.8" y="267" width="89.6" height="30" fill="#e4f2ff"/><rect x="674.4" y="267" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="287">gemini</text><text class="num" x="308.0" y="287" text-anchor="end">86.79</text><text class="num" x="397.6" y="287" text-anchor="end">2.89</text><text class="num" x="487.2" y="287" text-anchor="end">8.10</text><text class="num" x="576.8" y="287" text-anchor="end">1.71</text><text class="num" x="666.4" y="287" text-anchor="end">0.51</text><text class="num" x="756.0" y="287" text-anchor="end">0.00</text><line x1="24" y1="297" x2="764.0" y2="297" stroke="#e9ebf0"/><rect x="495.2" y="297" width="89.6" height="30" fill="#e4f2ff"/><rect x="674.4" y="297" width="89.6" height="30" fill="#e4f2ff"/><text class="cell" x="32" y="317">gpt</text><text class="num" x="308.0" y="317" text-anchor="end">83.85</text><text class="num" x="397.6" y="317" text-anchor="end">2.98</text><text class="num" x="487.2" y="317" text-anchor="end">11.88</text><text class="num" x="576.8" y="317" text-anchor="end">0.63</text><text class="num" x="666.4" y="317" text-anchor="end">0.66</text><text class="num" x="756.0" y="317" text-anchor="end">0.00</text><line x1="24" y1="327" x2="764.0" y2="327" stroke="#e9ebf0"/><text class="cell" x="32" y="347">mistral</text><text class="num" x="308.0" 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