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Operational_Instructions/Evaluation_Guidelines_for_LiveRAG.md
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# Evaluation Guidelines
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## 1. Selected Metrics
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### 1.1 Relevance Metric
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Combines elements of **equivalence** (semantic match with ground truth) and **relevance** (degree to which the answer directly addresses the question).
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Graded on a four-point scale:
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- **2:** Correct and relevant (no irrelevant information).
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- **1:** Correct but contains irrelevant information.
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- **0:** No answer provided (abstention).
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- **-1:** Incorrect answer.
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### 1.2 Faithfulness Metric
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Assesses whether the response is **grounded in the retrieved passages**.
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Graded on a three-point scale:
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- **1:** Full support. All answer parts are grounded.
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- **0:** Partial support. Not all answer parts are grounded.
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- **-1:** No support. All answer parts are not grounded.
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### 1.3 Combination of Metrics
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Both **relevance** and **faithfulness** will contribute to the final evaluation score.
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The specific formula for combining these metrics is not disclosed to participants but will prioritize correctness and grounding.
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## 2. Manual and Automated Evaluation
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### **2.1 First Stage:**
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- Automated evaluation by LLM **Claude 3.5 Sonnet**, using **relevance** and **faithfulness** metrics to rank the participant teams.
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### **2.2 Final Stage:**
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- **Manual evaluation** for the top-ranked submissions (e.g., **top 10 teams**) to determine winners.
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## 3. Other Notable Points
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- Answer length is **unlimited** but only the first **300 words** will be evaluated.
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- Participants will submit:
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- **The answer**.
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- **All supporting passages**.
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- **The full prompt used for generation**.
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These measures align the evaluation framework with the challenge's emphasis on **retrieval-augmented systems**.
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