# Technical Analysis of Instruction Complexity vs. Win Rate Chart ## Chart Overview - **Type**: Line chart with four data series - **X-axis**: Instruction Complexity (1–8) - **Y-axis**: Win rate (%) (0–30) - **Legend**: Located at bottom-left corner ## Legend Details | Label | Symbol | Color | |-------|--------|-----------| | M₀ | Circle | Purple | | M₁ | Triangle | Magenta | | M₂ | Square | Red | | M₃ | Diamond | Orange | ## Axis Labels - **X-axis**: "Instruction Complexity" (integer ticks: 1–8) - **Y-axis**: "Win rate (%)" (5% increments: 0–30) ## Data Series Analysis ### M₀ (Purple Circles) - **Trend**: Sharp decline from x=1 to x=6, followed by a dramatic spike at x=8 - **Key Points**: - x=1: ~18% - x=2: ~11% - x=3: ~9% - x=4: ~7% - x=5: ~5% - x=6: ~4% - x=7: ~5% - x=8: ~22% ### M₁ (Magenta Triangles) - **Trend**: Steady decline with minor fluctuations - **Key Points**: - x=1: ~15% - x=2: ~12% - x=3: ~10% - x=4: ~7% - x=5: ~7% - x=6: ~5% - x=7: ~7% - x=8: ~22% ### M₂ (Red Squares) - **Trend**: U-shaped pattern with mid-range stability - **Key Points**: - x=1: ~24% - x=2: ~18% - x=3: ~14% - x=4: ~16% - x=5: ~17% - x=6: ~9% - x=7: ~12% - x=8: ~15% ### M₃ (Orange Diamonds) - **Trend**: Volatile with overall upward trajectory - **Key Points**: - x=1: ~27% - x=2: ~19% - x=3: ~19% - x=4: ~18% - x=5: ~27% - x=6: ~22% - x=7: ~25% - x=8: ~29% ## Spatial Grounding Verification - All data points match legend colors: - M₀: Purple circles confirmed at all x-values - M₁: Magenta triangles confirmed at all x-values - M₂: Red squares confirmed at all x-values - M₃: Orange diamonds confirmed at all x-values ## Trend Verification 1. **M₀**: Sharp decline (x=1–6) → Sharp rise (x=7–8) 2. **M₁**: Consistent decline (x=1–6) → Sharp rise (x=7–8) 3. **M₂**: Decline (x=1–3) → Rise (x=3–5) → Sharp decline (x=5–6) → Rise (x=6–8) 4. **M₃**: Decline (x=1–4) → Sharp rise (x=4–5) → Decline (x=5–6) → Rise (x=6–8) ## Component Isolation 1. **Header**: Chart title not visible in image 2. **Main Chart**: Four distinct lines with clear separation 3. **Footer**: Legend with four entries (M₀–M₃) ## Data Table Reconstruction | Instruction Complexity | M₀ (%) | M₁ (%) | M₂ (%) | M₃ (%) | |------------------------|--------|--------|--------|--------| | 1 | 18 | 15 | 24 | 27 | | 2 | 11 | 12 | 18 | 19 | | 3 | 9 | 10 | 14 | 19 | | 4 | 7 | 7 | 16 | 18 | | 5 | 5 | 7 | 17 | 27 | | 6 | 4 | 5 | 9 | 22 | | 7 | 5 | 7 | 12 | 25 | | 8 | 22 | 22 | 15 | 29 | ## Critical Observations 1. M₃ maintains highest win rates across all complexities 2. M₀ and M₁ show inverse relationship with complexity until x=8 3. M₂ exhibits U-shaped performance pattern 4. All models show significant performance changes at x=8