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| from dataclasses import dataclass | |
| from .about import Tasks | |
| class ColumnContent: | |
| name: str | |
| type: str | |
| displayed_by_default: bool | |
| hidden: bool = False | |
| # Define leaderboard columns | |
| class LeaderboardColumn: | |
| model = ColumnContent("Model", "str", True) | |
| events = ColumnContent("Events", "number", True) | |
| average = ColumnContent("Average", "number", True) | |
| # Task-specific columns will be added dynamically | |
| # Additional model info (hidden by default) | |
| correct_predictions = ColumnContent("Correct Predictions", "number", False) | |
| # Get column names for display | |
| def get_display_columns(): | |
| """Get list of column names for display""" | |
| base_cols = ["Rank", "Model", "Events", "Average"] | |
| task_cols = [task.value.col_name for task in Tasks] | |
| return base_cols + task_cols | |
| def get_all_columns(): | |
| """Get all column names including hidden ones""" | |
| base_cols = get_display_columns() | |
| hidden_cols = ["Correct Predictions"] | |
| return base_cols + hidden_cols | |
| # Formatting helpers | |
| def make_clickable_model(model_name): | |
| """Make model name clickable with link to HuggingFace""" | |
| if "/" in model_name: | |
| link = f"https://huggingface.co/{model_name}" | |
| return f'<a target="_blank" href="{link}" style="color: var(--link-text-color); text-decoration: underline;">{model_name}</a>' | |
| return model_name | |
| def format_percentage(value): | |
| """Format accuracy as percentage""" | |
| if value is None or value == "N/A": | |
| return "N/A" | |
| try: | |
| return f"{float(value):.1f}%" | |
| except (ValueError, TypeError): | |
| return "N/A" | |
| def has_valid_scores(df, required_columns): | |
| """Check if dataframe has valid scores for required columns""" | |
| return df[required_columns].notna().all(axis=1) | |
| # CSS styling | |
| CUSTOM_CSS = """ | |
| /* Global styling */ | |
| body { | |
| background: linear-gradient(135deg, #1e1e2f 0%, #2d2d44 100%) !important; | |
| } | |
| /* Add consistent margins and centering */ | |
| .gradio-container, | |
| .container, | |
| .main { | |
| margin: 0 auto !important; | |
| max-width: 1400px !important; | |
| padding: 0 60px !important; | |
| } | |
| .block { | |
| margin: 0 auto !important; | |
| max-width: 100% !important; | |
| } | |
| .markdown-text { | |
| font-size: 18px !important; | |
| line-height: 1.6 !important; | |
| } | |
| /* Larger font for introduction text */ | |
| .section-card { | |
| font-size: 22px !important; | |
| line-height: 1.7 !important; | |
| } | |
| .section-card p { | |
| font-size: 22px !important; | |
| line-height: 1.7 !important; | |
| } | |
| .section-card .markdown-text { | |
| font-size: 22px !important; | |
| line-height: 1.7 !important; | |
| } | |
| /* Header styling */ | |
| #space-title { | |
| text-shadow: 2px 2px 4px rgba(0,0,0,0.3) !important; | |
| margin-bottom: 0.5rem !important; | |
| } | |
| .center-logo { | |
| display: flex !important; | |
| justify-content: center !important; | |
| align-items: center !important; | |
| margin: 0.25rem 0 0.5rem 0 !important; | |
| } | |
| .center-logo img { | |
| width: 200px !important; | |
| height: 200px !important; | |
| border-radius: 50% !important; | |
| overflow: hidden !important; | |
| object-fit: cover !important; | |
| box-shadow: 0 8px 32px rgba(0,0,0,0.3) !important; | |
| border: 3px solid rgba(255,255,255,0.1) !important; | |
| } | |
| /* Tab styling */ | |
| .tab-nav { | |
| margin: 1rem 0 !important; | |
| display: flex !important; | |
| justify-content: center !important; | |
| } | |
| .tab-buttons { | |
| display: flex !important; | |
| justify-content: center !important; | |
| flex-wrap: wrap !important; | |
| gap: 8px !important; | |
| } | |
| .tab-buttons button { | |
| font-size: 22px !important; | |
| padding: 16px 32px !important; | |
| margin: 0 6px !important; | |
| border-radius: 8px !important; | |
| border: 2px solid transparent !important; | |
| background: rgba(255,255,255,0.1) !important; | |
| color: white !important; | |
| transition: all 0.3s ease !important; | |
| } | |
| .tab-buttons button:hover { | |
| background: rgba(255,255,255,0.2) !important; | |
| transform: translateY(-2px) !important; | |
| } | |
| .tab-buttons button.selected { | |
| background: linear-gradient(135deg, #6366f1, #8b5cf6) !important; | |
| border-color: #6366f1 !important; | |
| box-shadow: 0 4px 12px rgba(99, 102, 241, 0.3) !important; | |
| } | |
| /* Leaderboard table styling */ | |
| #leaderboard-table { | |
| margin: 20px 0 !important; | |
| border-radius: 12px !important; | |
| overflow: hidden !important; | |
| box-shadow: 0 8px 32px rgba(0,0,0,0.2) !important; | |
| } | |
| #leaderboard-table table { | |
| border-collapse: separate !important; | |
| border-spacing: 0 !important; | |
| width: 100% !important; | |
| } | |
| #leaderboard-table th { | |
| background: linear-gradient(135deg, #4f46e5, #6366f1) !important; | |
| color: white !important; | |
| padding: 22px !important; | |
| font-weight: 600 !important; | |
| text-align: left !important; | |
| border: none !important; | |
| font-size: 16px !important; | |
| } | |
| #leaderboard-table td { | |
| padding: 20px 22px !important; | |
| border: none !important; | |
| font-size: 16px !important; | |
| } | |
| #leaderboard-table tr:nth-child(even) { | |
| background: rgba(255,255,255,0.05) !important; | |
| } | |
| #leaderboard-table tr:hover { | |
| background: rgba(99, 102, 241, 0.1) !important; | |
| transform: scale(1.01) !important; | |
| transition: all 0.2s ease !important; | |
| } | |
| /* Rank column styling */ | |
| #leaderboard-table td:nth-child(1), | |
| #leaderboard-table th:nth-child(1) { | |
| text-align: center !important; | |
| width: 80px !important; | |
| min-width: 80px !important; | |
| max-width: 80px !important; | |
| font-size: 18px !important; | |
| font-weight: 600 !important; | |
| } | |
| /* Model column styling */ | |
| #leaderboard-table td:nth-child(2), | |
| #leaderboard-table th:nth-child(2) { | |
| min-width: 180px !important; | |
| max-width: 300px !important; | |
| overflow: hidden !important; | |
| white-space: nowrap !important; | |
| text-overflow: ellipsis !important; | |
| font-size: 16px !important; | |
| } | |
| /* Events column styling (numeric) */ | |
| #leaderboard-table td:nth-child(3), | |
| #leaderboard-table th:nth-child(3) { | |
| text-align: center !important; | |
| width: 90px !important; | |
| min-width: 90px !important; | |
| max-width: 90px !important; | |
| font-size: 16px !important; | |
| font-weight: 600 !important; | |
| } | |
| /* Average column styling (percentage) */ | |
| #leaderboard-table td:nth-child(4), | |
| #leaderboard-table th:nth-child(4) { | |
| text-align: center !important; | |
| width: 110px !important; | |
| min-width: 110px !important; | |
| max-width: 110px !important; | |
| font-size: 17px !important; | |
| font-weight: 700 !important; | |
| color: #10b981 !important; | |
| } | |
| /* Task-specific columns (News, PolyMarket) - compact percentage columns */ | |
| #leaderboard-table td:nth-child(n+5), | |
| #leaderboard-table th:nth-child(n+5) { | |
| text-align: center !important; | |
| width: 100px !important; | |
| min-width: 100px !important; | |
| max-width: 100px !important; | |
| font-size: 16px !important; | |
| font-weight: 600 !important; | |
| } | |
| /* Dropdown styling */ | |
| .dropdown { | |
| margin: 20px 0 !important; | |
| width: 100% !important; | |
| } | |
| .dropdown select { | |
| background: rgba(255,255,255,0.1) !important; | |
| border: 2px solid rgba(255,255,255,0.2) !important; | |
| border-radius: 8px !important; | |
| padding: 12px 18px !important; | |
| color: white !important; | |
| font-size: 16px !important; | |
| width: 100% !important; | |
| max-width: 300px !important; | |
| } | |
| /* Button styling */ | |
| #refresh-button, .refresh-btn { | |
| background: linear-gradient(135deg, #10b981, #059669) !important; | |
| color: white !important; | |
| border: none !important; | |
| padding: 14px 28px !important; | |
| border-radius: 8px !important; | |
| cursor: pointer !important; | |
| font-size: 18px !important; | |
| font-weight: 500 !important; | |
| transition: all 0.3s ease !important; | |
| box-shadow: 0 4px 12px rgba(16, 185, 129, 0.3) !important; | |
| } | |
| #refresh-button:hover, .refresh-btn:hover { | |
| background: linear-gradient(135deg, #059669, #047857) !important; | |
| transform: translateY(-2px) !important; | |
| box-shadow: 0 6px 16px rgba(16, 185, 129, 0.4) !important; | |
| } | |
| /* Cards and sections */ | |
| .section-card { | |
| background: rgba(255,255,255,0.05) !important; | |
| border-radius: 12px !important; | |
| padding: 25px !important; | |
| margin: 15px 0 !important; | |
| border: 1px solid rgba(255,255,255,0.1) !important; | |
| box-shadow: 0 4px 16px rgba(0,0,0,0.1) !important; | |
| max-width: 100% !important; | |
| } | |
| /* Metrics and stats */ | |
| .metric-highlight { | |
| color: #10b981 !important; | |
| font-weight: 600 !important; | |
| } | |
| .model-rank-1 { | |
| background: linear-gradient(135deg, #fbbf24, #f59e0b) !important; | |
| color: #1f2937 !important; | |
| font-weight: 600 !important; | |
| } | |
| .model-rank-2 { | |
| background: linear-gradient(135deg, #e5e7eb, #d1d5db) !important; | |
| color: #1f2937 !important; | |
| font-weight: 600 !important; | |
| } | |
| .model-rank-3 { | |
| background: linear-gradient(135deg, #cd7c2f, #a16207) !important; | |
| color: white !important; | |
| font-weight: 600 !important; | |
| } | |
| /* Performance badges */ | |
| .rank-badge { | |
| display: inline-block !important; | |
| padding: 4px 8px !important; | |
| border-radius: 20px !important; | |
| font-size: 10px !important; | |
| font-weight: 600 !important; | |
| margin-right: 8px !important; | |
| } | |
| .rank-1 .rank-badge { | |
| background: linear-gradient(135deg, #fbbf24, #f59e0b) !important; | |
| color: #1f2937 !important; | |
| } | |
| .rank-2 .rank-badge { | |
| background: linear-gradient(135deg, #e5e7eb, #d1d5db) !important; | |
| color: #1f2937 !important; | |
| } | |
| .rank-3 .rank-badge { | |
| background: linear-gradient(135deg, #cd7c2f, #a16207) !important; | |
| color: white !important; | |
| } | |
| /* Progress bars for accuracy */ | |
| .accuracy-bar { | |
| width: 100% !important; | |
| height: 6px !important; | |
| background: rgba(255,255,255,0.1) !important; | |
| border-radius: 3px !important; | |
| margin-top: 4px !important; | |
| overflow: hidden !important; | |
| } | |
| .accuracy-progress { | |
| height: 100% !important; | |
| background: linear-gradient(90deg, #10b981, #059669) !important; | |
| border-radius: 3px !important; | |
| transition: width 0.8s ease !important; | |
| } | |
| /* Enhanced summary section */ | |
| .summary-stats { | |
| display: grid !important; | |
| grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)) !important; | |
| gap: 20px !important; | |
| margin: 20px 0 !important; | |
| } | |
| .stat-card { | |
| background: rgba(255,255,255,0.08) !important; | |
| border-radius: 12px !important; | |
| padding: 20px !important; | |
| border: 1px solid rgba(255,255,255,0.1) !important; | |
| text-align: center !important; | |
| transition: transform 0.3s ease !important; | |
| } | |
| .stat-card:hover { | |
| transform: translateY(-4px) !important; | |
| } | |
| .stat-value { | |
| font-size: 1.875rem !important; | |
| font-weight: 700 !important; | |
| color: #10b981 !important; | |
| margin-bottom: 8px !important; | |
| } | |
| .stat-label { | |
| font-size: 0.775rem !important; | |
| color: rgba(255,255,255,0.7) !important; | |
| text-transform: uppercase !important; | |
| letter-spacing: 0.5px !important; | |
| } | |
| /* Better section headers */ | |
| .section-header { | |
| display: flex !important; | |
| align-items: center !important; | |
| gap: 12px !important; | |
| margin: 0 0 15px 0 !important; | |
| font-size: 1.675rem !important; | |
| font-weight: 600 !important; | |
| } | |
| .section-icon { | |
| font-size: 1.375rem !important; | |
| } | |
| /* Improved table styling */ | |
| #leaderboard-table tr:first-child td:first-child { | |
| position: relative !important; | |
| } | |
| #leaderboard-table tr:nth-child(1) { | |
| background: rgba(251, 191, 36, 0.1) !important; | |
| } | |
| #leaderboard-table tr:nth-child(2) { | |
| background: rgba(229, 231, 235, 0.1) !important; | |
| } | |
| #leaderboard-table tr:nth-child(3) { | |
| background: rgba(205, 124, 47, 0.1) !important; | |
| } | |
| /* Loading animations */ | |
| @keyframes fadeInUp { | |
| from { | |
| opacity: 0; | |
| transform: translateY(20px); | |
| } | |
| to { | |
| opacity: 1; | |
| transform: translateY(0); | |
| } | |
| } | |
| .fade-in-up { | |
| animation: fadeInUp 0.6s ease-out !important; | |
| } | |
| /* Staggered animations */ | |
| .stagger-1 { animation-delay: 0.1s !important; } | |
| .stagger-2 { animation-delay: 0.2s !important; } | |
| .stagger-3 { animation-delay: 0.3s !important; } | |
| .stagger-4 { animation-delay: 0.4s !important; } | |
| /* Enhanced buttons */ | |
| .icon-button { | |
| display: inline-flex !important; | |
| align-items: center !important; | |
| gap: 8px !important; | |
| } | |
| .icon-button::before { | |
| font-size: 1.0em !important; | |
| } | |
| /* Improved markdown styling */ | |
| .markdown-text h1 { | |
| color: #10b981 !important; | |
| border-bottom: 2px solid rgba(16, 185, 129, 0.3) !important; | |
| padding-bottom: 8px !important; | |
| } | |
| .markdown-text h2 { | |
| color: #6366f1 !important; | |
| margin-top: 2rem !important; | |
| } | |
| .markdown-text h3 { | |
| color: #8b5cf6 !important; | |
| } | |
| .markdown-text ul { | |
| padding-left: 20px !important; | |
| } | |
| .markdown-text li { | |
| margin: 8px 0 !important; | |
| list-style-type: none !important; | |
| position: relative !important; | |
| } | |
| .markdown-text li::before { | |
| content: "▸" !important; | |
| color: #10b981 !important; | |
| position: absolute !important; | |
| left: -16px !important; | |
| font-weight: bold !important; | |
| } | |
| /* Responsive design */ | |
| @media (max-width: 768px) { | |
| /* Adjust container margins for mobile */ | |
| .gradio-container, | |
| .container, | |
| .main { | |
| padding: 0 30px !important; | |
| } | |
| #space-title { | |
| font-size: 2.375rem !important; | |
| } | |
| .center-logo img { | |
| width: 150px !important; | |
| height: 150px !important; | |
| } | |
| .tab-buttons button { | |
| font-size: 18px !important; | |
| padding: 14px 24px !important; | |
| } | |
| .summary-stats { | |
| grid-template-columns: 1fr !important; | |
| } | |
| .stat-value { | |
| font-size: 1.375rem !important; | |
| } | |
| /* Maintain readable font sizes on mobile */ | |
| #leaderboard-table th { | |
| font-size: 14px !important; | |
| padding: 16px 12px !important; | |
| } | |
| #leaderboard-table td { | |
| font-size: 14px !important; | |
| padding: 16px 12px !important; | |
| } | |
| /* Adjust column widths for mobile */ | |
| #leaderboard-table td:nth-child(1), | |
| #leaderboard-table th:nth-child(1) { | |
| width: 60px !important; | |
| min-width: 60px !important; | |
| max-width: 60px !important; | |
| } | |
| #leaderboard-table td:nth-child(n+5), | |
| #leaderboard-table th:nth-child(n+5) { | |
| width: 90px !important; | |
| min-width: 90px !important; | |
| max-width: 90px !important; | |
| } | |
| } | |
| """ | |