# Technical Data Extraction: Accuracy vs. Base Value Chart ## 1. Component Isolation * **Header:** None present. * **Main Chart Area:** A 2D line plot with a grid, featuring one data series (teal line with star markers) and one reference line (dark blue dash-dotted vertical line). * **Legend:** Located in the bottom-right quadrant. * **Axes:** X-axis (Base value) and Y-axis (Accuracy on 32K). ## 2. Axis Specifications * **Y-Axis (Vertical):** * **Label:** "Accuracy on 32K" * **Scale:** Linear, ranging from 0.0 to 0.4 (topmost visible tick is 0.3, but the grid extends higher). * **Major Markers:** 0.0, 0.1, 0.2, 0.3. * **X-Axis (Horizontal):** * **Label:** "Base value" * **Scale:** Logarithmic/Non-linear (based on scientific notation labels). * **Major Markers:** 1e4, 2e5, 9e5, 5e6, 1e9, 1e12. ## 3. Legend and Reference Lines * **Legend Location:** [x=0.7, y=0.1] (Bottom-right). * **Legend Item:** * **Symbol:** Dark blue dash-dotted line (`- . -`). * **Label:** "Lower bound". * **Reference Line Placement:** A vertical dark blue dash-dotted line is positioned exactly at the x-axis value of **9e5**. ## 4. Data Series Analysis (Teal Line) * **Color:** Teal / Cyan. * **Marker:** 5-point star. * **Trend Verification:** The line shows a sharp upward slope from 1e4 to 5e6, reaching a peak. It then experiences a slight dip at 1e9 before recovering to a high plateau at 1e12. ### Extracted Data Points (Estimated from Grid) | Base value (X) | Accuracy on 32K (Y) | Notes | | :--- | :--- | :--- | | 1e4 | ~0.00 | Starting point at origin. | | 2e5 | ~0.06 | Initial slow growth. | | ~5e5 | ~0.17 | Sharp increase (unlabeled tick). | | 9e5 | ~0.27 | Intersects the "Lower bound" vertical line. | | ~2e6 | ~0.33 | Continued sharp growth. | | 5e6 | ~0.35 | Local maximum/peak. | | 1e9 | ~0.30 | Notable performance dip. | | 1e12 | ~0.35 | Recovery to peak performance level. | ## 5. Summary of Findings The chart illustrates the relationship between a "Base value" and "Accuracy on 32K". Performance is negligible at low base values (1e4) but improves rapidly as the value approaches **9e5**, which is explicitly marked as a "Lower bound." The accuracy peaks around **5e6**, remains relatively stable despite a minor fluctuation at **1e9**, and finishes at its highest recorded accuracy (approx. 0.35) at a base value of **1e12**.

# Technical Document Extraction: Accuracy vs Base Value Graph ## Chart Description The image depicts a line graph illustrating the relationship between "Base value" (x-axis) and "Accuracy on 32K" (y-axis). The graph includes a primary data series and a reference line labeled "Lower bound." --- ### **Axes and Labels** - **Y-axis**: - Title: "Accuracy on 32K" - Scale: 0.0 to 0.3 in increments of 0.1 - Tick marks: Dashed horizontal lines at each increment - **X-axis**: - Title: "Base value" - Scale: Logarithmic (1e4 to 1e12) - Key markers: - 2e5 (2×10⁵) - 9e5 (9×10⁵) - 5e6 (5×10⁶) - 1e9 (1×10⁹) - 1e12 (1×10¹²) - Tick marks: Dashed vertical lines at each marker --- ### **Legend** - **Location**: Lower-right corner of the chart - **Entries**: 1. **Cyan line with star markers**: "Accuracy on 32K" 2. **Blue dashed vertical line**: "Lower bound" --- ### **Data Series and Trends** #### **Primary Series (Cyan Line with Star Markers)** - **Trend**: - Starts at **0.0** when Base value = 1e4 - Sharp increase to **0.15** at 2e5 - Continues rising to **0.25** at 9e5 - Peaks at **0.35** at 5e6 - Dips to **0.30** at 1e9 - Rises again to **0.35** at 1e12 - **Key Data Points**: | Base Value | Accuracy on 32K | |------------|-----------------| | 1e4 | 0.0 | | 2e5 | 0.15 | | 9e5 | 0.25 | | 5e6 | 0.35 | | 1e9 | 0.30 | | 1e12 | 0.35 | #### **Reference Line (Blue Dashed Vertical Line)** - **Label**: "Lower bound" - **Position**: Fixed at **Base value = 9e5** (9×10⁵) - **Purpose**: Indicates a threshold or minimum acceptable value for the primary series. --- ### **Chart Components** 1. **Grid**: - Dashed horizontal and vertical lines for alignment. 2. **Markers**: - Star symbols denote data points for the primary series. 3. **Annotations**: - "Lower bound" explicitly labeled on the blue dashed line. --- ### **Observations** - The primary series exhibits a **non-linear relationship** between Base value and Accuracy on 32K, with a notable peak at 5e6 and a dip at 1e9. - The "Lower bound" at 9e5 acts as a critical threshold, with the primary series crossing it at 9e5 and maintaining higher values beyond. - Accuracy stabilizes at **0.35** for Base values ≥5e6, except for a temporary drop at 1e9. --- ### **Missing Elements** - No chart title is present in the image. - No additional annotations or contextual text beyond axis labels and legend. --- ### **Conclusion** The graph demonstrates that Accuracy on 32K improves significantly with increasing Base value up to 5e6, after which it fluctuates but remains above the "Lower bound" threshold. The dip at 1e9 suggests potential instability or optimization challenges at that scale.