Update README.md

README.md

@@ -322,7 +322,7 @@ configs:
 
 MIRACL-VISION is a multilingual visual retrieval dataset for 18 different languages. It is an extension of MIRACL, a popular text-only multilingual retrieval dataset. The dataset contains user questions, images of Wikipedia articles and annotations, which article can answer a user question. There are 7898 questions and 338734 images.
 
-This dataset is ready for commercial.
+This dataset is ready for commercial usage for evaluation of the multilingual, multimodal retriever pipelines.
 
 ### Correspondence to
 Benedikt Schifferer ([email protected])
@@ -478,4 +478,4 @@ Total Data Storage: 95GB
 | Yoruba                  |                    0.5655 |                            0.5332 |                    0.5698 |               0.5842 |                  0.4178 |                       0.4884 |                0.4577 |                0.5120 |
 |                         |                           |                                   |                           |                      |                         |                              |                       |                       |
 | **Average**             |                **0.7624** |                        **0.7806** |                **0.7682** |           **0.7964** |              **0.4426** |                   **0.5283** |            **0.4741** |            **0.4728** |
-| **Average w/o Thelugu** |                **0.7546** |                        **0.7724** |                **0.7600** |           **0.7898** |              **0.4670** |                   **0.5542** |            **0.5002** |            **0.4991** |
+| **Average w/o Telugu** |                **0.7546** |                        **0.7724** |                **0.7600** |           **0.7898** |              **0.4670** |                   **0.5542** |            **0.5002** |            **0.4991** |