Update README.md

README.md

@@ -28,20 +28,22 @@ We also provide a tiny (0.5B) version which is based on Qwen2.5-0.5B: [NuExtract
 
 ## Benchmark
 
-Zero-shot performance:
+Zero-shot performance (English):
 
 <p align="left">
-<img src="english_bench.pdf" style="width: 600; height: auto;">
+<img src="english_bench.png" style="height: auto;">
 </p>
 
+Zero-shot performance (Multilingual):
+
 <p align="left">
-<img src="multilingual_bench.pdf" style="width: 1000; height: auto;">
+<img src="multilingual_bench.png" style="height: auto;">
 </p>
 
 Few-shot fine-tuning:
 
 <p align="left">
-<img src="finetuned_gains.pdf" style="width: 750; height: auto;">
+<img src="fewshot_bench.png" style="height: auto;">
 </p>
 
 ## Usage