diff --git a/assets/swe_bench_lite.jpg b/assets/swe_bench_lite.jpg
index da1492d83..c604a2ad3 100644
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-      <g transform="translate(50.553125 110.403149) scale(0.1 -0.1)">
+      <g transform="translate(50.553125 123.286796) scale(0.1 -0.1)">
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+      <path d="M 68.675 81.200034 
+L 690 81.200034 
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       <g>
-       <use xlink:href="#mc318b551c4" x="68.675" y="75.473969" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb9d6d72965" x="68.675" y="81.200034" style="stroke: #000000; stroke-width: 0.8"/>
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       <!-- 25 -->
-      <g transform="translate(50.553125 79.060688) scale(0.1 -0.1)">
+      <g transform="translate(50.553125 84.786753) scale(0.1 -0.1)">
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+     <g style="fill: #555555" transform="translate(42.80125 216.562) rotate(-90) scale(0.18 -0.18)">
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+L 429.176404 117.390075 
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-    <g style="fill: #555555" transform="translate(110.295794 86.143631) scale(0.14 -0.14)">
+    <g style="fill: #555555" transform="translate(110.295794 92.012848) scale(0.14 -0.14)">
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diff --git a/benchmark/swe_bench_lite.py b/benchmark/swe_bench_lite.py
index f318bb74b..c67f2c47a 100644
--- a/benchmark/swe_bench_lite.py
+++ b/benchmark/swe_bench_lite.py
@@ -50,7 +50,12 @@ def plot_swe_bench_lite(data_file):
     ax.set_ylabel("Pass rate (%)", fontsize=18, color=font_color)
     ax.set_title("SWE Bench Lite", fontsize=20)
     ax.set_ylim(0, 29)
-    plt.xticks(rotation=45, ha="right", fontsize=16, color=font_color)
+    plt.xticks(
+        # rotation=45,
+        # ha="center",
+        fontsize=16,
+        color=font_color,
+    )
     plt.tight_layout(pad=3.0)
     plt.savefig("swe_bench_lite.jpg")
     plt.savefig("swe_bench_lite.svg")