# Technical Document Extraction: Performance Analysis Charts ## Chart 1: RAG vs Optimal Configuration ### Spatial Grounding - **Legend Position**: Top-left corner - **Legend Colors**: - Purple: RAG - Red: Optimal Config ### Axis Labels - **X-axis**: Effective Context Length (logarithmic scale: 10² to 10⁶) - **Y-axis**: Normalized Performance (-2 to 2) ### Key Trends 1. **RAG (Purple Line)**: - Starts at **-2** (10²) - Gradual increase to **~0** at 10⁵ - Plateaus near **0** at 10⁶ 2. **Optimal Config (Red Points)**: - Begins at **-2.2** (10²) - Sharp rise to **0.1** at 10⁵ - Declines to **-0.1** at 10⁶ 3. **Trend Line (Dashed Black)**: - Follows RAG's trajectory with slight divergence at 10⁵ ### Data Points | Effective Context Length | RAG Performance | Optimal Config Performance | |--------------------------|-----------------|----------------------------| | 10² | -2.0 | -2.2 | | 10³ | -1.5 | -1.8 | | 10⁴ | -0.5 | -0.2 | | 10⁵ | 0.0 | 0.1 | | 10⁶ | 0.0 | -0.1 | ## Chart 2: DRAg vs IterDRAG vs Optimal Configuration ### Spatial Grounding - **Legend Position**: Top-left corner - **Legend Colors**: - Blue: DRAg - Green: IterDRAG - Red: Optimal Config ### Axis Labels - **X-axis**: Effective Context Length (logarithmic scale: 10² to 10⁶) - **Y-axis**: Normalized Performance (-2 to 2) ### Key Trends 1. **DRAg (Blue Line)**: - Starts at **-2** (10²) - Steady increase to **1.5** at 10⁶ 2. **IterDRAG (Green Line)**: - Begins at **-1.8** (10²) - Peaks at **1.8** at 10⁶ 3. **Optimal Config (Red Points)**: - Mirrors Chart 1's pattern: **-2.2** → **1.0** → **-0.1** ### Data Points | Effective Context Length | DRAg Performance | IterDRAG Performance | Optimal Config Performance | |--------------------------|------------------|----------------------|----------------------------| | 10² | -2.0 | -1.8 | -2.2 | | 10³ | -1.0 | -1.2 | -1.8 | | 10⁴ | 0.0 | 0.2 | -0.2 | | 10⁵ | 1.0 | 1.2 | 1.0 | | 10⁶ | 1.5 | 1.8 | -0.1 | ### Component Isolation 1. **Header**: Legends and axis labels 2. **Main Chart**: Data lines and trend lines 3. **Footer**: No additional elements ### Cross-Reference Verification - All red markers in both charts correspond to "Optimal Config" - Purple (Chart 1) and blue/green (Chart 2) lines match legend colors - Dashed lines represent trend lines in both charts ### Observations - Optimal Config shows non-linear performance with a mid-range peak - DRAg and IterDRAG demonstrate consistent improvement with scale - RAG's performance plateaus at large context lengths