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adjust lucidflux website
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@@ -71,187 +71,188 @@ <h3>Quantitative Results</h3>
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</thead>
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<tbody>
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<tr>
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<td rowspan="7">RealSR</td>
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<td>CLIP-IQA+ ↑</td>
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<td>0.5005</td>
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<td>0.4408</td>
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<td>0.5416</td>
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<td>0.6731</td>
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<td>0.5331</td>
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<td>0.5640</td>
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<td class="best-result">0.7074</td>
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<td class="benchmark-col" rowspan="7">RealSR</td>
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<td class="metric-col">CLIP-IQA+ ↑</td>
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<td class="method-col">0.5005</td>
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<td class="method-col">0.4408</td>
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<td class="method-col">0.5416</td>
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<td class="method-col">0.6731</td>
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<td class="method-col">0.5331</td>
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<td class="method-col">0.5640</td>
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<td class="method-col best-result">0.7074</td>
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</tr>
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<tr>
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<td>Q-Align ↑</td>
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<td>3.1045</td>
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<td>2.5087</td>
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<td>3.3615</td>
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<td>3.6073</td>
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<td>3.0044</td>
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<td>3.4682</td>
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<td class="best-result">3.7555</td>
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<td class="metric-col">Q-Align ↑</td>
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<td class="method-col">3.1045</td>
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<td class="method-col">2.5087</td>
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<td class="method-col">3.3615</td>
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<td class="method-col">3.6073</td>
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<td class="method-col">3.0044</td>
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<td class="method-col">3.4682</td>
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<td class="method-col best-result">3.7555</td>
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</tr>
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<tr>
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<td>MUSIQ ↑</td>
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<td>49.50</td>
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<td>39.98</td>
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<td>57.95</td>
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<td>67.57</td>
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<td>49.48</td>
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<td>55.68</td>
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<td class="best-result">70.20</td>
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<td class="metric-col">MUSIQ ↑</td>
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<td class="method-col">49.50</td>
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<td class="method-col">39.98</td>
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<td class="method-col">57.95</td>
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<td class="method-col">67.57</td>
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<td class="method-col">49.48</td>
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<td class="method-col">55.68</td>
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<td class="method-col best-result">70.20</td>
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</tr>
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<tr>
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<td>MANIQA ↑</td>
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<td>0.2976</td>
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<td>0.2356</td>
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<td>0.3753</td>
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<td>0.5087</td>
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<td>0.3092</td>
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<td>0.3426</td>
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<td class="best-result">0.5437</td>
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<td class="metric-col">MANIQA ↑</td>
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<td class="method-col">0.2976</td>
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<td class="method-col">0.2356</td>
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<td class="method-col">0.3753</td>
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<td class="method-col">0.5087</td>
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<td class="method-col">0.3092</td>
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<td class="method-col">0.3426</td>
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<td class="method-col best-result">0.5437</td>
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</tr>
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<tr>
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<td>NIMA ↑</td>
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<td>4.7026</td>
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<td>4.3639</td>
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<td>4.8282</td>
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<td>4.8957</td>
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<td>4.4948</td>
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<td>4.6401</td>
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<td class="best-result">5.1072</td>
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<td class="metric-col">NIMA ↑</td>
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<td class="method-col">4.7026</td>
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<td class="method-col">4.3639</td>
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<td class="method-col">4.8282</td>
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<td class="method-col">4.8957</td>
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<td class="method-col">4.4948</td>
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<td class="method-col">4.6401</td>
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<td class="method-col best-result">5.1072</td>
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</tr>
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<tr>
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<td>CLIP-IQA ↑</td>
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<td>0.5283</td>
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<td>0.3521</td>
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<td>0.6601</td>
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<td class="best-result">0.6993</td>
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<td>0.5390</td>
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<td>0.4857</td>
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<td>0.6783</td>
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<td class="metric-col">CLIP-IQA ↑</td>
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<td class="method-col">0.5283</td>
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<td class="method-col">0.3521</td>
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<td class="method-col">0.6601</td>
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<td class="method-col best-result">0.6993</td>
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<td class="method-col">0.5390</td>
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<td class="method-col">0.4857</td>
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<td class="method-col">0.6783</td>
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</tr>
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<tr>
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<td>NIQE ↓</td>
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<td>9.0674</td>
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<td>6.8733</td>
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<td>6.4682</td>
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<td>5.4594</td>
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<td>5.2873</td>
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<td>5.2819</td>
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<td class="best-result">4.2893</td>
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<td class="metric-col">NIQE ↓</td>
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<td class="method-col">9.0674</td>
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<td class="method-col">6.8733</td>
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<td class="method-col">6.4682</td>
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<td class="method-col">5.4594</td>
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<td class="method-col">5.2873</td>
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<td class="method-col">5.2819</td>
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<td class="method-col best-result">4.2893</td>
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</tr>
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<tr>
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<td rowspan="7">RealLQ250</td>
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<td>CLIP-IQA+ ↑</td>
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<td>0.5529</td>
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<td>0.5804</td>
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<td>0.6054</td>
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<td>0.7034</td>
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<td>0.6810</td>
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<td>0.6532</td>
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<td class="best-result">0.7406</td>
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<td class="benchmark-col" rowspan="7">RealLQ250</td>
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<td class="metric-col">CLIP-IQA+ ↑</td>
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<td class="method-col">0.5529</td>
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<td class="method-col">0.5804</td>
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<td class="method-col">0.6054</td>
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<td class="method-col">0.7034</td>
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<td class="method-col">0.6810</td>
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<td class="method-col">0.6532</td>
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<td class="method-col best-result">0.7406</td>
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</tr>
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<tr>
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<td>Q-Align ↑</td>
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<td>3.6318</td>
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<td>3.5586</td>
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<td>3.7451</td>
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<td>4.1423</td>
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<td>4.0640</td>
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<td>4.1347</td>
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<td class="best-result">4.3935</td>
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<td class="metric-col">Q-Align ↑</td>
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<td class="method-col">3.6318</td>
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<td class="method-col">3.5586</td>
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<td class="method-col">3.7451</td>
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<td class="method-col">4.1423</td>
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<td class="method-col">4.0640</td>
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<td class="method-col">4.1347</td>
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<td class="method-col best-result">4.3935</td>
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</tr>
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<tr>
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<td>MUSIQ ↑</td>
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<td>59.50</td>
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<td>57.25</td>
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<td>65.45</td>
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<td>70.38</td>
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<td>67.08</td>
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<td>65.81</td>
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<td class="best-result">73.01</td>
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<td class="metric-col">MUSIQ ↑</td>
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<td class="method-col">59.50</td>
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<td class="method-col">57.25</td>
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<td class="method-col">65.45</td>
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<td class="method-col">70.38</td>
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<td class="method-col">67.08</td>
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<td class="method-col">65.81</td>
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<td class="method-col best-result">73.01</td>
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</tr>
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<tr>
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<td>MANIQA ↑</td>
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<td>0.3397</td>
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<td>0.2937</td>
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<td>0.4230</td>
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<td>0.4895</td>
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<td>0.4400</td>
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<td>0.3826</td>
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<td class="best-result">0.5589</td>
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<td class="metric-col">MANIQA ↑</td>
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<td class="method-col">0.3397</td>
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<td class="method-col">0.2937</td>
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<td class="method-col">0.4230</td>
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<td class="method-col">0.4895</td>
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<td class="method-col">0.4400</td>
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<td class="method-col">0.3826</td>
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<td class="method-col best-result">0.5589</td>
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</tr>
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<tr>
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<td>NIMA ↑</td>
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<td>5.0624</td>
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<td>5.0538</td>
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<td>5.2397</td>
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<td>5.3146</td>
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<td>5.2200</td>
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<td>5.0806</td>
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<td class="best-result">5.4836</td>
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<td class="metric-col">NIMA ↑</td>
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<td class="method-col">5.0624</td>
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<td class="method-col">5.0538</td>
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<td class="method-col">5.2397</td>
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<td class="method-col">5.3146</td>
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<td class="method-col">5.2200</td>
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<td class="method-col">5.0806</td>
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<td class="method-col best-result">5.4836</td>
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</tr>
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<tr>
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<td>CLIP-IQA ↑</td>
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<td>0.6129</td>
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<td>0.5160</td>
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<td class="best-result">0.7166</td>
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<td>0.7063</td>
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<td>0.6950</td>
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<td>0.5767</td>
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<td>0.7122</td>
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<td class="metric-col">CLIP-IQA ↑</td>
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<td class="method-col">0.6129</td>
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<td class="method-col">0.5160</td>
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<td class="method-col best-result">0.7166</td>
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<td class="method-col">0.7063</td>
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<td class="method-col">0.6950</td>
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<td class="method-col">0.5767</td>
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<td class="method-col">0.7122</td>
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</tr>
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<tr>
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<td>NIQE ↓</td>
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<td>6.6326</td>
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<td>4.6236</td>
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<td>5.4425</td>
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<td>4.4383</td>
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<td>3.8700</td>
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<td class="best-result">3.6591</td>
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<td>3.6742</td>
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<td class="metric-col">NIQE ↓</td>
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<td class="method-col">6.6326</td>
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<td class="method-col">4.6236</td>
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<td class="method-col">5.4425</td>
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<td class="method-col">4.4383</td>
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<td class="method-col">3.8700</td>
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<td class="method-col best-result">3.6591</td>
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<td class="method-col">3.6742</td>
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</tr>
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</tbody>
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</table>
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<div class="table-caption">
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<span class="table-number">Table 1:</span> Quantitative comparison across different IQA metrics on RealSR and RealLQ250 datasets. Best results are highlighted in bold.
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</div>
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</div>
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</div>
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<!-- Qualitative Results -->
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<h3>Qualitative Results</h3>
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<p class="comparison-subtitle">Input | SinSR | SeeSR | SUPIR | DreamClear | LucidFlux (Ours)</p>
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<div class="comparison-slider-container">
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<div class="comparison-track">
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<div class="comparison-item">
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<img src="comparison/comparison_013.jpg" alt="Comparison 013" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_040.jpg" alt="Comparison 040" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_041.jpg" alt="Comparison 041" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_079.jpg" alt="Comparison 079" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_082.jpg" alt="Comparison 082" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_111.jpg" alt="Comparison 111" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_123.jpg" alt="Comparison 123" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_137.jpg" alt="Comparison 137" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_160.jpg" alt="Comparison 160" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_166.jpg" alt="Comparison 166" class="comparison-image">
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</div>
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<div class="comparison-grid">
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<div class="comparison-item">
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<img src="comparison/comparison_013.jpg" alt="Comparison 013" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_040.jpg" alt="Comparison 040" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_041.jpg" alt="Comparison 041" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_079.jpg" alt="Comparison 079" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_082.jpg" alt="Comparison 082" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_111.jpg" alt="Comparison 111" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_123.jpg" alt="Comparison 123" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_137.jpg" alt="Comparison 137" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_160.jpg" alt="Comparison 160" class="comparison-image">
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</div>
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<div class="comparison-item">
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<img src="comparison/comparison_166.jpg" alt="Comparison 166" class="comparison-image">
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</div>
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</div>
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<p class="comparison-note">* Numbers correspond to RealLQ250 dataset image indices</p>

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