update README.md

README.md

@@ -62,7 +62,7 @@ These datasets were converted to retrieval format. For details on the dataset sp
 
 ## Evaluation datasets
 We evaluate our models on WIT, LLaVA, OVEN, KVQA, IGLUE (subset of WIT), Infoseek, E-VQA, OKVQA and MSMARCO. 
-| Model   | Vision Encoder | Text Encoder | Checkpoint Name                                              | No. Param. | WIT(EN) | WIT(CN) | LLaVA(EN) | LLaVA(CN) | OVEN(EN) | OVEN(CN) | KVQA(EN) | KVQA(EN) | Infoseek(EN) | Infoseek(CN) | EVQA(EN) | EVQA(CN) | OKVQA(EN) | OKVQA(CN) | MSMARCO(EN) | MSMARCO(CN) |
+| Model   | Vision Encoder | Text Encoder | Checkpoint Name                                              | No. Param. | WIT(EN) | WIT(CN) | LLaVA(EN) | LLaVA(CN) | OVEN(EN) | OVEN(CN) | KVQA(EN) | KVQA(CN) | Infoseek(EN) | Infoseek(CN) | EVQA(EN) | EVQA(CN) | OKVQA(EN) | OKVQA(CN) | MSMARCO(EN) | MSMARCO(CN) |
 | ------- | :------------- | ------------ | ------------------------------------------------------------ | ---------- | ------- | ------- | --------- | --------- | -------- | -------- | -------- | -------- | ------------ | ------------ | -------- | -------- | --------- | --------- | ----------- | ----------- |
 | PreFLMR | ViT-L          | Base-v2      | [LinWeizheDragon/PreFLMR_ViT-L](https://huggingface.co/LinWeizheDragon/PreFLMR_ViT-L) | 543M       | 60.5    | 10.9    | 71.8      | 3.2       | 59.8     | 6.6      | 43.6     | 3.2      | 57.9         | 7.9          | 70.8     | 2.8      | 68.5      | 2.1       | 78.7        | 10.3        |
 | PreFLMR | Vit-L_ENCN     | bge-m3       | [LinWeizheDragon/PreFLMR_ViT-L_ENCN](https://huggingface.co/LinWeizheDragon/PreFLMR_ViT-L_ENCN) | 883M       | 60.8    | 83.4    | 71.1      | 58.9      | 60.8     | 58.8     | 41.1     | 37.3     | 41.9         | 39.7         | 58.0     | 46.6     | 13.9      | 13.3      | 82.6        | 82.3        |