# Technical Document Extraction: Line Chart Analysis ## Overview The image contains **four line charts** comparing normalized performance across datasets as a function of "Number of Shots" (logarithmic scale). Each chart includes: - **Legend**: 5 data series with distinct line styles/colors - **Axes**: - X-axis: "Number of Shots" (log scale: 0, 10⁰, 10¹, 10²) - Y-axis: "Normalized Performance" (-3 to 2) - **Shaded regions**: Confidence intervals around each line --- ## Chart 1: Bamboo ### Legend | Color/Style | Label | |-------------------|-----------| | Blue dashed | 0-Doc | | Orange dashed | 1-Doc | | Purple dashed | 10-Doc | | Gray dashed | 100-Doc | | Red dashed | 1000-Doc | ### Key Trends 1. **1000-Doc (Red)**: Strong upward trend (y ≈ 1.0 at 10⁰ shots → 1.8 at 10²) 2. **100-Doc (Gray)**: Moderate upward trend (y ≈ 0.8 → 1.5) 3. **10-Doc (Purple)**: Slight upward trend (y ≈ -0.2 → 0.6) 4. **1-Doc (Orange)**: Downward trend (y ≈ -1.2 → -0.5) 5. **0-Doc (Blue)**: Steep downward trend (y ≈ -2.5 → -2.0) ### Data Points (approximate) | Shots | 0-Doc | 1-Doc | 10-Doc | 100-Doc | 1000-Doc | |-------|-------|-------|--------|---------|----------| | 10⁰ | -2.5 | -1.2 | -0.2 | 0.8 | 1.0 | | 10¹ | -2.3 | -0.8 | 0.1 | 1.0 | 1.4 | | 10² | -2.0 | -0.5 | 0.6 | 1.5 | 1.8 | --- ## Chart 2: HotpotQA ### Legend Same as Bamboo (see above) ### Key Trends 1. **1000-Doc (Red)**: Strong upward trend (y ≈ 0.8 → 1.2) 2. **100-Doc (Gray)**: Moderate upward trend (y ≈ 0.6 → 1.0) 3. **10-Doc (Purple)**: Slight upward trend (y ≈ -0.1 → 0.4) 4. **1-Doc (Orange)**: Downward trend (y ≈ -1.0 → -0.3) 5. **0-Doc (Blue)**: Steep downward trend (y ≈ -2.8 → -2.2) ### Data Points (approximate) | Shots | 0-Doc | 1-Doc | 10-Doc | 100-Doc | 1000-Doc | |-------|-------|-------|--------|---------|----------| | 10⁰ | -2.8 | -1.0 | -0.1 | 0.6 | 0.8 | | 10¹ | -2.5 | -0.5 | 0.2 | 0.9 | 1.0 | | 10² | -2.2 | -0.3 | 0.4 | 1.0 | 1.2 | --- ## Chart 3: MuSiQue ### Legend Same as Bamboo (see above) ### Key Trends 1. **1000-Doc (Red)**: Strong upward trend (y ≈ -2.5 → -0.5) 2. **100-Doc (Gray)**: Moderate upward trend (y ≈ -2.0 → 0.0) 3. **10-Doc (Purple)**: Slight upward trend (y ≈ -1.5 → 0.2) 4. **1-Doc (Orange)**: Downward trend (y ≈ -2.8 → -1.0) 5. **0-Doc (Blue)**: Steep downward trend (y ≈ -3.0 → -2.0) ### Data Points (approximate) | Shots | 0-Doc | 1-Doc | 10-Doc | 100-Doc | 1000-Doc | |-------|-------|-------|--------|---------|----------| | 10⁰ | -3.0 | -2.8 | -1.5 | -2.0 | -2.5 | | 10¹ | -2.7 | -2.5 | -1.2 | -1.5 | -1.0 | | 10² | -2.5 | -2.0 | 0.2 | 0.0 | -0.5 | --- ## Chart 4: 2WikiMultiHopQA ### Legend Same as Bamboo (see above) ### Key Trends 1. **1000-Doc (Red)**: Strong upward trend (y ≈ -3.0 → -0.8) 2. **100-Doc (Gray)**: Moderate upward trend (y ≈ -2.5 → 0.2) 3. **10-Doc (Purple)**: Slight upward trend (y ≈ -2.0 → 0.5) 4. **1-Doc (Orange)**: Downward trend (y ≈ -3.2 → -1.2) 5. **0-Doc (Blue)**: Steep downward trend (y ≈ -3.5 → -2.2) ### Data Points (approximate) | Shots | 0-Doc | 1-Doc | 10-Doc | 100-Doc | 1000-Doc | |-------|-------|-------|--------|---------|----------| | 10⁰ | -3.5 | -3.2 | -2.0 | -2.5 | -3.0 | | 10¹ | -3.3 | -3.0 | -1.5 | -2.0 | -1.2 | | 10² | -3.0 | -2.5 | 0.5 | 0.2 | -0.8 | --- ## Cross-Chart Observations 1. **Performance Scaling**: All datasets show improved performance with more documents (1000-Doc outperforms lower doc counts). 2. **Baseline Degradation**: 0-Doc (blue) consistently shows worst performance across all datasets. 3. **Log Scale Impact**: Performance improvements are more pronounced at higher shot counts (10²) due to logarithmic scaling. ## Notes - No non-English text detected. - Shaded regions indicate variability (likely 95% confidence intervals). - All charts share identical axis ranges and legend structure.