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README.md

@@ -8953,7 +8953,7 @@ print(scores.tolist())
 
 `bge-multilingual-gemma` exhibits **state-of-the-art (SOTA) results on benchmarks like MIRACL, MTEB-pl, and MTEB-fr**. It also achieves excellent performance on other major evaluations, including MTEB, C-MTEB and AIR-Bench.
 
-- **MIRACL**
+- [**MIRACL**](https://github.com/project-miracl/miracl)
 
 nDCG@10:
 <img src="./imgs/[email protected]" alt="MIRACL-nDCG@10" style="zoom:200%;" />
@@ -8961,23 +8961,23 @@ nDCG@10:
 Recall@100:
 <img src="./imgs/[email protected]" alt="MIRACL-Recall@100" style="zoom:200%;" />
 
-- **MTEB-fr/pl**
+- [**MTEB-fr/pl**](https://huggingface.co/spaces/mteb/leaderboard)
 
 <img src="./imgs/MTEB_FR_PL.png" alt="MTEB-fr/pl" style="zoom:200%;" />
 
-- **MTEB**:
+- [**MTEB**](https://huggingface.co/spaces/mteb/leaderboard)
 
 <img src="./imgs/MTEB.png" alt="MTEB" style="zoom:200%;" />
 
-- **BEIR**:
+- [**BEIR**](https://huggingface.co/spaces/mteb/leaderboard)
 
 <img src="./imgs/BEIR.png" alt="BEIR" style="zoom:200%;" />
 
-- **C-MTEB**:
+- [**C-MTEB**](https://huggingface.co/spaces/mteb/leaderboard)
 
 <img src="./imgs/C-MTEB.png" alt="C-MTEB" style="zoom:200%;" />
 
-- **AIR-Bench**:
+- [**AIR-Bench**](https://huggingface.co/spaces/AIR-Bench/leaderboard)
 
 Long-Doc (en, Recall@10):
 <img src="./imgs/AIR-Bench_Long-Doc_en.png" alt="AIR-Bench_Long-Doc" style="zoom:200%;" />