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import pandas as pd

def get_academic_css() -> str:
    return """

    @import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');

    @import url('https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css');



    :root {

        /* Light mode (default) */

        --primary: #2563eb;

        --primary-dark: #1d4ed8;

        --accent: #06b6d4;

        --text-primary: #1a1a1a;

        --text-secondary: #4a4a4a;

        --text-muted: #666666;

        --border: #e5e5e5;

        --success: #10b981;

        --danger: #ef4444;



        /* Table colors */

        --table-header: #64748b;

        --table-header-light: #94a3b8;

        --table-border: #cbd5e0;

        --table-bg-odd: #f8fafc;

        --table-bg-even: #f1f5f9;

        --table-bg-hover: #e2e8f0;

        --best-score-bg: #e6fffa;

        --best-score-color: #2c7a7b;

        --category-bg: #e2e8f0;

        --category-color: #475569;

    }



    @media (prefers-color-scheme: dark) {

        :root {

            --primary: #3b82f6;

            --primary-dark: #2563eb;

            --accent: #22d3ee;

            --text-primary: #ecf0f1;

            --text-secondary: #b0b0b0;

            --text-muted: #94a3b8;

            --border: #3a4a5a;

            --success: #34d399;

            --danger: #f87171;



            --table-header: #4a5a6a;

            --table-header-light: #5a6a7a;

            --table-border: #3a4a5a;

            --table-bg-odd: #2a3745;

            --table-bg-even: #1e2b38;

            --table-bg-hover: #354454;

            --best-score-bg: #1a3a3a;

            --best-score-color: #7fc9c9;

            --category-bg: #3a4a5a;

            --category-color: #cbd5e0;

        }

    }



    body {

        font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;

        color: var(--text-primary);

        margin: 0;

        padding: 0;

        /* Background set by system */

    }



    .gradio-container {

        max-width: 1400px !important;

        /* Background set by system */

        color: var(--text-primary);

    }



    h1 {

        color: var(--primary) !important;

        font-weight: 700 !important;

    }



    .subtitle {

        color: var(--text-secondary);

        font-size: 1.1rem;

        margin-top: 0.5rem;

        opacity: 0.8;

    }



    .emoji {

        font-size: 1.5em;

    }



    /* Title row links (aligned with LaTeX: magenta / teal / black / orange–yellow + FA icons) */

    .project-links-bar {

        display: flex;

        flex-wrap: wrap;

        justify-content: center;

        align-items: center;

        gap: clamp(1rem, 3vw, 2.65rem);

        margin: 0.85rem auto 0.25rem;

        font-size: 1rem;

        line-height: 1.45;

        max-width: 100%;

    }



    .project-links-bar .pl-link {

        text-decoration: none;

        white-space: nowrap;

    }



    .project-links-bar .pl-link:hover {

        text-decoration: underline;

        text-underline-offset: 0.2em;

    }



    .project-links-bar .pl-link em {

        font-style: italic;

        font-weight: 500;

    }



    .project-links-bar .pl-link i.fa-solid {

        margin-right: 0.28em;

    }



    .pl-project { color: #c026d3; }

    .pl-dataset { color: #0d9488; }

    .pl-code { color: #111827; }

    .pl-leaderboard { color: #eab308; }



    @media (prefers-color-scheme: dark) {

        .pl-code { color: #e5e7eb; }

        .pl-leaderboard { color: #fcd34d; }

    }



    /* Leaderboard table styling */

    .leaderboard-table {

        width: 100%;

        border-collapse: collapse;

        font-size: 0.9rem;

        margin-top: 1rem;

        border: 1px solid var(--table-border);

        background-color: transparent;

    }



    .leaderboard-table th {

        background: var(--table-header);

        color: white;

        padding: 12px 8px;

        text-align: center;

        font-weight: 600;

        position: sticky;

        top: 0;

        border-right: 1px solid rgba(255,255,255,0.15);

        cursor: pointer;  /* Indicate sortable */

    }



    .leaderboard-table th:last-child {

        border-right: none;

    }



    .leaderboard-table th:hover {

        background-color: var(--table-header-light);

    }



    .leaderboard-table td {

        padding: 10px 8px;

        text-align: center;

        border-bottom: 1px solid var(--table-border);

        border-right: 1px solid var(--table-border);

        color: var(--text-secondary);

    }



    .leaderboard-table td:last-child {

        border-right: none;

    }



    .leaderboard-table tr:nth-child(odd) {

        background-color: var(--table-bg-odd);

    }



    .leaderboard-table tr:nth-child(even) {

        background-color: var(--table-bg-even);

    }



    .leaderboard-table tr:hover {

        background-color: var(--table-bg-hover) !important;

    }



    /* Rank styles */

    .rank-1 { background: linear-gradient(135deg, #ffd700 0%, #ffed4a 100%) !important; font-weight: bold; color: #1a1a1a !important; }

    .rank-2 { background: linear-gradient(135deg, #c0c0c0 0%, #e5e7eb 100%) !important; font-weight: bold; color: #1a1a1a !important; }

    .rank-3 { background: linear-gradient(135deg, #cd7f32 0%, #fdba74 100%) !important; font-weight: bold; color: #1a1a1a !important; }



    /* Best score highlight */

    .best-score {

        font-weight: 700;

        color: var(--best-score-color);

        background: var(--best-score-bg) !important;

    }



    /* Category row (for group headers) */

    .category-row {

        background: var(--category-bg) !important;

        font-weight: 600;

        color: var(--category-color);

        text-align: left;

        font-size: 0.85rem;

    }



    .category-row td {

        padding: 10px 15px;

        color: var(--category-color);

        border-bottom: 2px solid var(--table-border);

    }



    .check { 

        color: var(--success); 

        font-weight: bold;

        font-size: 1.2em;

    }



    .cross { 

        color: var(--danger); 

        font-weight: bold;

        font-size: 1.2em;

    }



    .category-tag {

        display: inline-block;

        padding: 2px 8px;

        border-radius: 12px;

        font-size: 0.8rem;

        font-weight: 500;

    }

    .cat-text { background: #dbeafe; color: #1e40af; }

    .cat-onehot { background: #d1fae5; color: #065f46; }

    .cat-camera { background: #fef3c7; color: #92400e; }



    /* Links */

    .leaderboard-table a {

        color: var(--primary);

        text-decoration: none;

        font-size: 1.2rem;

    }

    .leaderboard-table a:hover {

        opacity: 0.7;

    }



    /* Buttons */

    button.primary {

        background: linear-gradient(135deg, var(--primary) 0%, var(--primary-dark) 100%) !important;

        color: white !important;

        border: none;

    }



    /* Status indicators (hidden) */

    .status-success { color: var(--success); }

    .status-error { color: var(--danger); }

    """

def dataframe_to_html(df: pd.DataFrame) -> str:
    if df.empty:
        return "<div class='placeholder'>No data available</div>"

    # Include sorttable.js for column sorting
    html = ['<script src="https://www.kryogenix.org/code/browser/sorttable/sorttable.js"></script>']
    html.append('<table class="leaderboard-table sortable">')
    html.append("<thead><tr>")
    for col in df.columns:
        html.append(f"<th>{col}</th>")
    html.append("</tr></thead>")
    html.append("<tbody>")
    for idx, row in df.iterrows():
        rank_class = ""
        if "Rank" in df.columns:
            rank = row["Rank"]
            if rank == 1:
                rank_class = "rank-1"
            elif rank == 2:
                rank_class = "rank-2"
            elif rank == 3:
                rank_class = "rank-3"
        html.append(f'<tr class="{rank_class}">')
        for col in df.columns:
            val = row[col]
            if col == "Category":
                cat_class = {
                    "Text-Conditioned": "cat-text",
                    "One-hot": "cat-onehot",
                    "Intrinsics/Extrinsics": "cat-camera"
                }.get(val, "")
                val = f'<span class="category-tag {cat_class}">{val}</span>'
            html.append(f"<td>{val}</td>")
        html.append("</tr>")
    html.append("</tbody></table>")
    return "".join(html)