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update lucidnft
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LucidNFT/gallery/182_lq.png

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LucidNFT/gallery/182_lucidflux.jpg

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LucidNFT/gallery/182_lucidnft.jpg

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LucidNFT/index.html

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@@ -176,7 +176,7 @@ <h2>LucidLR Dataset</h2>
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<section id="results" class="info-section">
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<h2>Results</h2>
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<ul>
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<li><strong>Stable optimization.</strong> Training curves in the paper show both LucidConsistency and perceptual IQA rewards improve steadily during preference optimization on LucidFlux.</li>
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<li><strong>Stable optimization.</strong> Training curves show both LucidConsistency and perceptual IQA rewards improve steadily during preference optimization on LucidFlux.</li>
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<li><strong>Consistent benchmark gains.</strong> On RealLQ250, DRealSR, and RealSR, LucidFlux + LucidNFT improves most no-reference IQA metrics over the LucidFlux baseline, including CLIP-IQA+, Q-Align, MUSIQ, UniPercept IQA, and NIQE.</li>
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<li><strong>Better perceptual-faithfulness trade-off.</strong> The method improves visual quality without relying on a faithfulness-only objective that could encourage under-restoration.</li>
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</ul>
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<span class="lq-sub">LR</span>
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</div>
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</div>
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<div class="lq-card" tabindex="0" role="button" aria-label="Example 182 gallery item" data-example="182">
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<div class="lq-media">
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<img class="lq-thumb" src="gallery/182_lq.png" alt="Example 182 LR input">
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<div class="lq-hover-compare" aria-hidden="true">
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<div class="image-comparison inline-comparison">
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<img src="gallery/182_lucidflux.jpg" alt="LucidFlux output" class="before-image">
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<img src="gallery/182_lucidnft.jpg" alt="LucidFlux(+LucidNFT) output" class="after-image">
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<div class="comparison-slider" aria-label="Comparison slider">
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<div class="slider-handle">
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<div class="slider-arrow">◀ ▶</div>
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</div>
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</div>
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<div class="compare-tag before">LucidFlux</div>
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<div class="compare-tag after">LucidFlux(+LucidNFT)</div>
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</div>
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</div>
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</div>
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<div class="lq-meta">
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<span class="lq-title">Example 182</span>
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<span class="lq-sub">LR</span>
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</div>
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</div>
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</div>
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</section>
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LucidNFT/styles.css

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@@ -254,7 +254,7 @@ body {
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.lq-media {
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position: relative;
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border-radius: 12px;
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overflow: hidden;
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overflow: visible; /* allow thumbnail to float/zoom like UltraFlux */
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}
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.lq-thumb {
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inset: 0;
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opacity: 0;
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transform: translateY(6px);
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transition: opacity 0.22s ease 0.12s, transform 0.22s ease 0.12s;
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transition: opacity 0.22s ease 0.18s, transform 0.22s ease 0.18s;
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pointer-events: none;
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z-index: 6;
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border-radius: 12px;
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overflow: hidden; /* keep slider contents clipped */
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}
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.lq-card:hover .lq-hover-compare,
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.lq-card:hover .lq-thumb,
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.lq-card:focus-visible .lq-thumb {
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transform: translateY(-3px) scale(1.18);
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transform: translateY(-3px) scale(1.8);
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box-shadow: 0 10px 22px rgba(0, 0, 0, 0.15);
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z-index: 5;
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}
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.compare-tag {
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position: absolute;
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top: 12px;
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bottom: 12px;
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padding: 6px 10px;
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border-radius: 999px;
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background: rgba(15, 23, 42, 0.78);

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