File size: 1,771 Bytes
7e3773e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 | import matplotlib.pyplot as plt
import numpy as np
# 层数和数据
layers = ["3", "6", "9", "12"]
segmentation_MIoU = [39.58625, 43.8675, 43.6925, 44.1]
detection_ap = [31.4, 35.6, 39.5, 43.3]
# 曲线样式（继承原风格）
curve_configs = [
{
"label": "Avg. mIoU",
"color": "#2077b4", # 蓝色
"marker": "o",
"linestyle": "--",
"linewidth": 3,
"markersize": 9,
"zorder": 3,
},
{
"label": "mAP (Novel)",
"color": "#ff7f0e", # 橙色
"marker": "s",
"linestyle": "--",
"linewidth": 3,
"markersize": 9,
"zorder": 2,
},
]
plt.figure(figsize=(4, 3))
# 画两条折线
plt.plot(
layers, segmentation_MIoU,
label=curve_configs[0]["label"],
linestyle=curve_configs[0]["linestyle"],
marker=curve_configs[0]["marker"],
color=curve_configs[0]["color"],
linewidth=curve_configs[0]["linewidth"],
markersize=curve_configs[0]["markersize"],
zorder=curve_configs[0]["zorder"],
)
plt.plot(
layers, detection_ap,
label=curve_configs[1]["label"],
linestyle=curve_configs[1]["linestyle"],
marker=curve_configs[1]["marker"],
color=curve_configs[1]["color"],
linewidth=curve_configs[1]["linewidth"],
markersize=curve_configs[1]["markersize"],
zorder=curve_configs[1]["zorder"],
)
# plt.xlabel("Layer Number", fontsize=12)
# plt.ylabel("Score", fontsize=12)
plt.grid(True, linestyle='--', alpha=0.6)
# plt.tick_params(axis='both', which='major', labelsize=12)
plt.tick_params(axis='x', labelsize=14) # x轴刻度大
plt.tick_params(axis='y', labelsize=12) # y轴刻度不变
plt.tight_layout()
plt.legend(fontsize=14, loc='best')
plt.savefig("layers_effect.pdf", dpi=300)
plt.close() |