Update README.md

README.md

@@ -72,6 +72,27 @@ for item in ds["test"]:
     print([prompt, img])  # Replace with your processing logic
 ```
 
+## Leaderboard
+
+| Model                     | Overall | Place Info | Nearby | Routing | Counting | Unanswerable |
+|---------------------------|:-------:|:----------:|:------:|:-------:|:--------:|:------------:|
+| Claude-3.5-Sonnet         | **61.65**   | **82.64**      | 55.56  | **45.00**   | **47.73**    | **90.00**        |
+| GPT-4o                    | 58.90   | 76.86      | **57.78**  | 50.00   | **47.73**    | 40.00        |
+| Gemini-1.5-Pro            | 56.14   | 76.86      | 56.67  | 43.75   | 32.95    | 80.00        |
+| GPT-4-Turbo               | 55.89   | 75.21      | 56.67  | 42.50   | 44.32    | 40.00        |
+| Gemini-1.5-Flash          | 51.94   | 70.25      | 56.47  | 38.36   | 32.95    | 55.00        |
+| GPT-4o-mini               | 50.13   | 77.69      | 47.78  | 41.25   | 28.41    | 25.00        |
+| Qwen2-VL-7B-Instruct      | 51.63   | 71.07      | 48.89  | 40.00   | 40.91    | 40.00        |
+| Glm-4v-9b                 | 48.12   | 73.55      | 42.22  | 41.25   | 34.09    | 10.00        |
+| InternLm-Xcomposer2       | 43.11   | 70.41      | 48.89  | 43.75   | 34.09    | 10.00        |
+| MiniCPM-Llama3-V-2.5      | 40.60   | 60.33      | 32.22  | 32.50   | 31.82    | 30.00        |
+| Llama-3-VILA1.5-8B        | 32.99   | 46.90      | 32.22  | 28.75   | 26.14    | 5.00         |
+| DocOwl1.5                 | 31.08   | 43.80      | 23.33  | 32.50   | 27.27    | 0.00         |
+| Llava-v1.6-Mistral-7B-hf  | 31.33   | 42.15      | 28.89  | 32.50   | 21.59    | 15.00        |
+| Paligemma-3B-mix-224      | 30.58   | 37.19      | 25.56  | 38.75   | 23.86    | 10.00        |
+| Llava-1.5-7B-hf           | 20.05   | 22.31      | 18.89  | 13.75   | 28.41    | 0.00         |
+| Human                     | 82.23   | 81.67      | 82.42  | 85.18   | 78.41    | 65.00        |
+
 ## Citation
 
 If you use this dataset, please cite the original paper: