# Technical Document Analysis of Performance Charts ## Chart 1: RAG vs Optimal Configuration ### Axes and Labels - **X-axis**: Effective Context Length (logarithmic scale, 10² to 10⁶) - **Y-axis**: Normalized Performance (-2 to 2) - **Legend**: - **Purple Triangle**: RAG - **Red Circle**: Optimal Config - **Legend Position**: Top-left corner ### Key Trends 1. **RAG (Purple Triangle)**: - Starts at ~-1.5 at 10² - Dips to ~-2 at 10³ - Rises to ~0 at 10⁵ - Plateaus near 0 at 10⁶ 2. **Optimal Config (Red Circle)**: - Starts at ~-1.5 at 10² - Rises steadily to 0 at 10⁴ - Remains flat at 0 from 10⁴ to 10⁶ ### Spatial Grounding - All data points align with legend colors: - Purple triangles match RAG line - Red circles match Optimal Config dashed line ## Chart 2: DRAG vs IterDRAG vs Optimal Configuration ### Axes and Labels - **X-axis**: Effective Context Length (logarithmic scale, 10² to 10⁶) - **Y-axis**: Normalized Performance (-2 to 2) - **Legend**: - **Blue Triangle**: DRAG - **Green Triangle**: IterDRAG - **Red Circle**: Optimal Config - **Legend Position**: Top-left corner ### Key Trends 1. **DRAG (Blue Triangle)**: - Starts at ~-1.5 at 10² - Gradually increases to ~0 at 10⁴ - Plateaus near 0 at 10⁵–10⁶ 2. **IterDRAG (Green Triangle)**: - Starts at ~-2 at 10² - Sharp rise to ~1 at 10⁵ - Plateaus near 1.5 at 10⁶ 3. **Optimal Config (Red Circle)**: - Starts at ~-1.5 at 10² - Steady increase to ~1.5 at 10⁵ - Continues upward to ~2 at 10⁶ ### Spatial Grounding - All data points align with legend colors: - Blue triangles match DRAG line - Green triangles match IterDRAG line - Red circles match Optimal Config dashed line ## Cross-Chart Observations 1. **Optimal Config** consistently outperforms other methods across all context lengths. 2. **RAG** shows volatility at lower context lengths (10²–10³) but stabilizes at higher lengths. 3. **IterDRAG** demonstrates the most significant improvement at mid-to-high context lengths (10⁴–10⁶). 4. All methods converge toward the Optimal Config trendline as context length increases. ## Data Table Reconstruction (Hypothetical) | Effective Context Length | RAG Performance | Optimal Config Performance | DRAG Performance | IterDRAG Performance | |--------------------------|-----------------|----------------------------|------------------|-----------------------| | 10² | -1.5 | -1.5 | -1.5 | -2 | | 10³ | -2 | -1 | -1.2 | -1.8 | | 10⁴ | 0 | 0 | 0 | 0.5 | | 10⁵ | 0 | 0 | 0.2 | 1.5 | | 10⁶ | 0 | 0 | 0 | 1.8 | ## Notes - All charts use logarithmic x-axis scaling for effective context length. - Normalized performance values are relative to a baseline (not absolute). - No textual annotations or embedded data tables are present in the image.