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evaluation.html
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<!DOCTYPE html>
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<head>
<title> SemREC Evaluations </title>
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<header id="main-header">
<div>
<h1 id="site-title" ><span class="color">Sem</span>antic <span class="color">R</span>easoning <span class="color">E</span>valuation <span class="color">C</span>hallenge (<span class="color">SemREC</span>)</h1>
<p id="about-site"><a class="top-links" href="https://iswc2021.semanticweb.org/" target="_blank" rel="noreferrer">20th International Semantic Web Conference (ISWC 2021)</a></p>
</div>
</header>
<hr style="color:#f45d06;">
<div id="content">
<main>
<article id="blog-content">
<p>For tasks 1 and 2, all our evaluations ran on a server with an AMD Ryzen Threadripper 2990WX
32-Core Processor and 128GB of RAM. The server ran on a 5.3.0-46-generic
#38 18.04.1-Ubuntu SMP operating system. We use Java 1.8 and OWL API
5.1.11 in the experiments. We set the heap space to 24GB. The time-out was set to 30 minutes. We
report the average time taken in 2 independent runs for the classification task.</p>
<h3 id="ref">Task-1</h3>
We got 4 submissions in this category (arranged in the order of ranking). We evaluated each ontology in terms of the time-taken(in seconds) by different OWL 2 DL reasoners (HermiT 1.4.5.456, JFact 5.0.05, Konclude 0.7.0, Openllet 2.6.46
, and Pellet 2.3.6). <br>LE (Loading Error), PE (Parsing Error), ME (Memory Error), TO (Time-out)
<table id="characteristics_table">
<b><tr>
<b><td> <b>Submissions </b><td> <b>Submitted Ontologies </b></td><td> <b>Expressivity </b></td> <td> <b>Logical Axioms </b></td> <td><b>HermiT</b></td><td> <b>Pellet</b></td><td> <b>Openllet</b></td><td> <b>JFact</b></td><td> <b>Konclude </b></td></b>
</tr> </b>
<tr>
<b> <td rowspan="6">CaLiGraph</td><td>clg_10</td><td>SOI(D)</td><td>15</td><td>0.2</td><td>0.1</td><td>0.16</td><td>0.21</td><td>0.002</td></b>
</tr>
<tr>
<b><td>clg_10e2</td><td>SOI(D)</td><td>226</td><td>0.2</td><td>0.1</td><td>0.1</td><td>0.90</td><td>0.006</td></b>
</tr>
<tr>
<b><td>clg_10e3</td><td>SOI(D)</td><td>22,797</td><td>265</td><td>11.75</td><td>9.8</td><td>86.70</td><td>0.137</td></b>
</tr>
<tr>
<b><td>clg_10e4</td><td>SOI(D)</td><td>157,825</td><td>TO</td><td>TO</td><td>TO</td><td>1541</td><td>1.2</td></b>
</tr>
<tr>
<b><td>clg_10e5</td><td>SOI(D)</td><td>2,436,382</td><td>TO</td><td>TO</td><td>TO</td><td>TO</td><td>10.8</td></b>
</tr>
<tr>
<b><td>clg_full</td><td>SOI(D)</td><td>-</td><td>ME</td><td>ME</td><td>ME</td><td>ME</td><td>TO</td></b>
</tr>
<tr>
<b><td rowspan="1">Micro-electronics</td><td>Genial</td><td>SHOIQ(D)</td><td>396</td><td>0.2</td><td>0.3</td><td>0.47</td><td>4.99</td><td>0.032</td></b>
</tr>
<tr>
<b><td rowspan="3">DACOC3</td><td>ExtruOnt</td><td>SIF</td><td>281</td><td>Error</td><td>TO</td><td>TO</td><td>Inconsistent</td><td>0.004</td></b>
</tr> <tr>
<b><td>COSMO</td><td>SHOIN(D)</td><td>108,525</td><td>Error</td><td>TO</td><td>TO</td><td>LE</td><td>Inconsistent</td></b>
</tr> <tr>
<b><td>uPheno</td><td>-</td><td>-</td><td>Error</td><td>TO</td><td>TO</td><td>PE</td><td>LE</td></b>
</tr> <tr>
<b><td rowspan="5">Gene Variant Data</td><td>variant1</td><td>SI</td><td>617,565</td><td>Error</td><td>Inconsistent</</td><td>Inconsistent</td><td>Inconsistent</td><td>2.41</td></b>
</tr> <tr>
<b><td>variant2</</td><td>SI</td><td>199,845</td><td>Error</td><td>Inconsistent</</td><td>Inconsistent</td><td>Inconsistent</td><td>0.78</td></b>
</tr> <tr>
<b><td>variant3</</td><td>SI</td><td>305,595</td><td>Error</td><td>TO</</td><td>253</td><td>TO</td><td>1.1</td></b>
</tr>
<tr>
<b><td>variant4</</td><td>SI</td><td>651,723</td><td>Error</td><td>Inconsistent</td><td>Inconsistent</td><td>Inconsistent</td><td>2.72</td></b>
</tr>
<tr>
<b><td>variant5</td><td>SI</td><td>617,924</td><td>Error</td><td>Inconsistent</td><td>Inconsistent</td><td>Inconsistent</td><td>2.43</td></b>
</tr>
</table>
<h3 id="ref">Task-2</h3>
Time-taken(in seconds) and Memory Consumed (in GB) by submitted description logic reasoner: <a class="links" href="https://github.com/konclude/Konclude/releases/download/v0.7.0-1135/Konclude-v0.7.0-1135-Linux-x64-GCC-Static-Qt5.12.10.zip" target="_blank" rel="noreferrer">Konclude 0.7.0</a>. Test ontologies are available <a class="links" href="https://zenodo.org/record/4764368#.YXccgBpBzDc" target="_blank" rel="noreferrer">here</a>.
<table id="characteristics_table">
<tr>
<td> <b>Test Ontologies </b></td><td><b>Expressivity</b></td><td><b>Logical Axioms</b></td><td> <b>Time-taken (sec)</b></td><td> <b>Memory Consumed (GB)</b></td>
</tr>
<tr>
<td>OWL2DL-1</td><td>SROIQ(D)</td><td>50,127</td><td>37</td><td>4.5</td>
</tr>
<tr>
<td>OWL2DL-2</td><td>SROIQ(D)</td><td>99,080</td><td>243</td><td>11</td>
</tr>
<tr>
<td>OWL2DL-5</td><td>SROIQ(D)</td><td>325,408</td><td>TO</td><td>NA</td>
</tr>
<tr>
<td>OWL2DL-10</td><td>SROIQ(D)</td><td>711,017</td><td>TO</td><td>NA</td>
</tr>
</table>
<h3 id="ref">Task-3</h3>
Results of the submitted Neuro-symbolic reasoner: EmELvar. Test ontologies are available <a class="links" href="https://github.com/semrec/semrec.github.io/tree/main/Task%203%20_%20Datasets" target="_blank" rel="noreferrer">here</a>.
<table id="characteristics_table">
<tr>
<td> <b>Test Ontologies </b></td><td><b>Top1</b></td><td> <b>Top10</b></td><td> <b>Top100</b></td><td> <b>Median</b></td><td> <b>90th Percentile</b></td>
</tr>
<tr>
<td>OWL2EL-1</td><td>NA</td><td>NA</td><td>NA</td><td>NA</td><td>NA</td>
</tr>
<tr>
<td>OWL2EL-2</td><td>0</td><td>0</td><td>0</td><td>35028</td><td>92741</td>
</tr>
<tr>
<td>OWL2EL-3</td><td>0.08</td><td>0.14</td><td>0.15</td><td>49430</td><td>247953</td>
</tr>
<tr>
<td>OWL2EL-4</td><td>0</td><td>0</td><td>0.4</td><td>92</td><td>227</td>
</tr>
<tr>
<td>OWL2EL-5</td><td>0</td><td>0.07</td><td>0.4</td><td>112.5</td><td>287</td>
</tr>
</table>
<br><hr style="color:#f45d06"><br>
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