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Basic Agent - Inclusion | |||||
|---|---|---|---|---|---|
Criteria | Poor | Average | Good | Excellent | Max Pts |
Intent and Slot Distribution Analysis | No analysis of dataset distribution or poorly implemented distribution function, making it impossible to understand dataset balance or coverage (0). | Distribution analysis is partially implemented, missing some intents or slots, leading to incomplete insights (1). | Distribution analysis is mostly complete but fails to provide insights into rare or underrepresented slots/intents (2). | A well-implemented distribution analysis identifies and interprets intent and slot frequencies, providing meaningful insights into dataset balance and potential issues (3). | 3 |
Training Function Implementation | Training function is incomplete or incorrectly implemented, with critical issues such as missing loss functions, backward pass, or optimizer configuration (0). | Training function is partially implemented, with issues in loss calculations or optimizer setup, hindering effective training (1). | Training function is mostly implemented correctly, with minor errors in loss functions, gradient updates, or logging (2). | Training function is fully implemented, with well-defined loss functions, an effective optimizer, accurate loss combination, and proper gradient updates, ensuring the model learns effectively (3). | 3 |
Robustness - Intent and Slot Classifier Evaluation Results | Fails to meet thresholds listed on the Evaluation Thresholds Page (0). | Meets 75% of the evaluation thresholds (2). | Meets all thresholds (5). | Exceeds 25% or more of the slots or intents exceed evaluation thresholds, demonstrating exceptional performance (7). | 7 |
Conversation Patterns and Responses | Poor or lacking implementation of conversational patterns and agent responses, preventing the agent from functioning (0). | Not all conversation patterns and agent responses that were instructed were properly implemented, disabling certain functionalities (2). | Most conversational patterns and responses are implemented, but there are some minor issues in functionality or coverage (5). | All instructed conversational patterns and agent responses are properly implemented, ensuring smooth and natural interactions between the user and the agent (7). | 7 |
Visuals | Poor or lacking implementation of visuals, preventing the agent from functioning (0). | Not all instructed visuals were properly implemented, making some of the pages unclear (1). | Most visuals are implemented correctly, but some may lack clarity or functionality (3). | All instructed pages are properly implemented, with clear information and a user-friendly design (5). | 5 |
Recipe Filtering | Poor or lacking implementation of recipe filtering, preventing the agent from functioning (0). | Not all instructed filtering functions were properly implemented, disabling certain functionalities (1). | Most filtering functionalities are implemented, but there are occasional errors or missing edge cases (3). | All instructed recipe filtering functionalities are properly implemented, ensuring users can effectively narrow down recipes based on criteria (5). | 5 |
Total Points | 30 |
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