feat: 基本画完，缺乏大小标尺

experiments/performance_comparison.py

@@ -78,7 +78,7 @@ for category in df['Category'].unique():
 # 动态轴范围计算
 data_min = (df['RMSE'] - df['Uncertainty']).min()
 x_min = max(data_min - 0.05, 0)  # 保证最小值不低于0
-x_max = 1.0
+x_max = min(df['RMSE'].max() + df['Uncertainty'].max(), 1)  # 保证最大值不超过1
 
 # 专业级布局配置
 fig.update_layout(
@@ -130,40 +130,43 @@ for idx, method in enumerate(df['Method']):
     )
 
 # 添加专业级尺寸图例系统
-size_legend_values = [1e3, 1e4, 1e5, 1e6]  # 定义标准参数规模
-size_legend_sizes = 15 + 25 * (np.log(size_legend_values) - size_min) / (size_max - size_min)
-
-fig.add_trace(go.Scatter(
-    x=[0.82, 0.85, 0.88, 0.91],
-    y=[0.15, 0.20, 0.25, 0.30],
-    mode='markers',
-    marker=dict(
-        size=size_legend_sizes,
-        color='#444444',
-        opacity=0.8
-    ),
-    showlegend=False
-))
-
-# 添加尺寸图例标注
-size_labels = ['1K', '10K', '100K', '1M']
-for i, (x, y, label) in enumerate(zip([0.95]*4, [0.15,0.20,0.25,0.30], size_labels)):
-    fig.add_annotation(
-        x=x,
-        y=y,
-        xref="paper",
-        yref="paper",
-        text=label,
-        showarrow=False,
-        font=dict(size=10),
-        xanchor='left'
-    )
+# size_legend_values = [1e3, 1e4, 1e5, 1e6]  # 定义标准参数规模
+# size_legend_sizes = 15 + 25 * (np.log(size_legend_values) - size_min) / (size_max - size_min)
+
+# fig.add_trace(go.Scatter(
+#     x=[0.52, 0.55, 0.58, 0.61],
+#     y=np.array([0.00, 0.05, 0.10, 0.15]),
+#     mode='markers',
+#     marker=dict(
+#         size=size_legend_sizes,
+#         color='#444444',
+#         opacity=0.8
+#     ),
+#     showlegend=False,
+#     text=[f'{size:.2e}' for size in size_legend_values],
+# ))
+
+# # 添加尺寸图例标注
+# size_labels = ['1K', '10K', '100K', '1M']
+# for i, (x, y, label) in enumerate(zip([0.95]*4, [0.15,0.20,0.25,0.30], size_labels)):
+#     fig.add_annotation(
+#         x=x,
+#         y=y,
+#         xref="paper",
+#         yref="paper",
+#         text=label,
+#         showarrow=False,
+#         font=dict(size=10),
+#         xanchor='left'
+#     )
+
+# | Parameters (log scale)
 
 # 添加最终标注
 fig.add_annotation(
     x=0.98, y=0.02,
     xref='paper', yref='paper',
-    text='叶璨铭 | Parameters (log scale)',
+    text='叶璨铭绘制',
     showarrow=False,
     font=dict(size=10, color='#666666'),
     bgcolor='white'