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# Dynamic Highscores - Todo List
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## Analysis and Planning
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- [x] Extract and analyze uploaded framework files
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- [x] Examine leaderboard component structure and functionality
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- [x] Examine dashboard component structure and functionality
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- [x] Analyze requirements.txt files for dependencies
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## Database Schema Design
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- [x] Design schema for user authentication and tracking
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- [x] Design schema for benchmark datasets
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- [x] Design schema for model submissions and evaluations
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- [x] Design schema for tagging system (Merge, Agent, Reasoning, Coding, etc.)
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- [x] Design schema for daily submission limits
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## User Authentication System
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- [x] Implement HuggingFace login integration
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- [x] Create user profile management
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- [x] Implement special privileges for admin account
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## Benchmark Selection Interface
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- [x] Create interface for browsing HuggingFace datasets
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- [x] Implement dataset loading functionality
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- [x] Create dataset preview and selection UI
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## Model Evaluation Queue System
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- [x] Implement CPU-only evaluation system
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- [x] Create queue management for benchmark submissions
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- [x] Implement daily submission limit (1 per day per user)
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- [x] Add admin override for submission limits
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## Leaderboard with Filtering
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- [x] Implement unified leaderboard for all models
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- [x] Add tag-based filtering (Merge, Agent, Reasoning, Coding)
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- [x] Implement sorting and searching functionality
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- [x] Create visualization components for benchmark results
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## Integration
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- [x] Combine dashboard and leaderboard components
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- [x] Create unified UI with consistent styling
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- [x] Implement navigation between different sections
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- [x] Ensure proper data flow between components
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## Testing and Deployment
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- [x] Test user authentication flow
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- [x] Test benchmark selection and submission
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- [x] Test leaderboard filtering and visualization
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- [x] Prepare for deployment on HuggingFace Spaces
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