# Technical Document Extraction: Baseline - Core Generalization - Qwen-2.5 7B ## Chart Description This image is a **heatmap** visualizing accuracy percentages across different model types and input lengths. The chart uses a **blue gradient color scale** (0% to 100%) to represent accuracy, with darker blue indicating higher accuracy. --- ### Axis Labels and Markers - **X-axis (Horizontal):** - Label: `Length` - Values: `0` to `19` (integer increments) - Spatial grounding: `[x, y]` placement: `[0, 0]` to `[19, 0]` - **Y-axis (Vertical):** - Label: `Type` - Values: `1` to `7` (integer increments) - Spatial grounding: `[x, y]` placement: `[0, 1]` to `[0, 7]` - **Colorbar (Legend):** - Label: `Accuracy (%)` - Range: `0%` (light blue) to `100%` (dark blue) - Spatial grounding: `[x, y]` placement: `[20, 0]` to `[20, 7]` --- ### Data Structure The heatmap contains **7 rows (Types)** and **20 columns (Lengths)**. Each cell represents the accuracy percentage for a specific `(Type, Length)` pair. Below is the reconstructed data table: | Type \ Length | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | |---------------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------|------| | 1 | 100.0| 97.7 | 99.0 | 95.7 | 91.3 | 90.7 | 89.0 | 90.7 | 91.7 | 90.7 | | | | | | | | | | | | 2 | | 100.0| 99.3 | 100.0| 99.7 | 99.7 | 99.3 | 99.3 | 98.7 | 100.0| 100.0| | | | | | | | | | | 3 | 100.0| 99.0 | 98.7 | 96.7 | 94.7 | 93.7 | 91.0 | 94.0 | 92.7 | 90.7 | 94.3 | 93.0 | 91.3 | 91.7 | 93.3 | 94.3 | 94.3 | 94.7 | 95.0 | 92.0 | | 4 | | 98.7 | 97.3 | 96.7 | 95.3 | 93.0 | 94.7 | 94.3 | 94.7 | 96.0 | 95.7 | 91.7 | | | | | | | | | | 5 | | | | | | | 91.0 | 88.7 | 88.3 | 91.7 | 94.7 | 94.0 | 94.0 | 94.0 | 93.3 | 92.3 | 88.7 | 90.3 | 88.7 | 88.0 | | 6 | 100.0| 100.0| 100.0| 100.0| 99.7 | 100.0| 100.0| 100.0| 99.3 | 99.0 | 99.3 | 100.0| 100.0| 99.7 | 99.7 | 99.0 | 99.7 | 99.7 | 100.0| | | 7 | 100.0| 100.0| 100.0| 99.3 | 98.7 | 99.0 | 99.0 | 98.7 | 94.0 | 96.0 | 93.3 | 90.0 | 89.0 | 87.7 | | | | | | | --- ### Key Trends and Observations 1. **Type 1:** - Accuracy starts at **100%** (Length 0) but declines sharply to **89.0%** (Length 6). - Further drops to **90.7%** (Length 7) and stabilizes around **90-91%** for longer lengths. 2. **Type 2:** - Maintains **100%** accuracy for Lengths 1-3. - Slight decline to **99.3%** (Length 4) and stabilizes at **98.7-100%** for longer lengths. 3. **Type 3:** - Gradual decline from **100%** (Length 0) to **92.0%** (Length 19). - Notable drop to **90.7%** (Length 9) and **91.3%** (Length 12). 4. **Type 4:** - Starts at **98.7%** (Length 1) and fluctuates between **93.0-96.0%** for mid-lengths. - Drops to **91.7%** (Length 11) and stabilizes at **94.7-95.7%** for longer lengths. 5. **Type 5:** - Starts at **91.0%** (Length 6) and declines to **88.0%** (Length 19). - Sharp drop to **88.3%** (Length 8) and **88.7%** (Length 16). 6. **Type 6:** - Maintains **100%** accuracy for Lengths 0-6. - Slight decline to **99.0%** (Length 9) and stabilizes at **99.7-100%** for longer lengths. 7. **Type 7:** - Starts at **100%** (Length 0) and declines sharply to **87.7%** (Length 13). - Further drops to **89.0%** (Length 12) and **90.0%** (Length 11). --- ### Color Legend Verification - **Dark Blue (100%):** Confirmed for Type 1 (Length 0), Type 2 (Length 1-3), Type 3 (Length 0), Type 6 (Length 0-6), and Type 7 (Length 0). - **Medium Blue (90-95%):** Matches Type 1 (Length 7-8), Type 3 (Length 7-10), Type 4 (Length 7-10), and Type 5 (Length 6-7). - **Light Blue (87-90%):** Matches Type 5 (Length 16-19), Type 7 (Length 11-13). --- ### Spatial Component Isolation 1. **Header:** - Title: `Baseline - Core Generalization - Qwen-2.5 7B` - Position: Top center of the chart. 2. **Main Chart:** - Heatmap grid with labeled rows (Types) and columns (Lengths). - Position: Center of the image. 3. **Legend:** - Colorbar with `Accuracy (%)` label. - Position: Right side of the chart. --- ### Final Notes - All numerical values are extracted directly from the heatmap cells. - No additional text or non-English content is present. - The chart focuses on quantifying model performance degradation as input length increases.