Update README.md

README.md

@@ -66,17 +66,26 @@ The benchmark is released in both English and Chinese versions.
 We evaluated several of the latest popular MLLMs, including both closed-source and open-source models.
 
 |  Moldel   | Weight | UpdateTime | RxnBench-En  | RxnBench-Zh |
-|----|:----:|:----:|:----:|:----:| 
-| gemini-2.5-pro | Proprietary | 20250617 | 0.9095 | Doing |
-| doubao-1.5-thinking-vision-pro | Proprietary | 20250428 | 0.9056 | 0.9161 |
-| o3 | Proprietary | 20250416 | 0.9056 | 0.9115 |
-| o4 mini | Proprietary | 20250416  | 0.9062 | 0.9075 |
-| doubao-1.5-vision-pro | Proprietary | 20250328 | 0.8518 | 0.8669 |
-| gpt-4o | Proprietary | 20240806  | 0.7462 | 0.7436 |
-| gemini-2.5-flash | Proprietary | 20250617 | 0.6925 | 0.8557 |
-| gpt-4o mini | Proprietary | 20240718  | 0.6636 | 0.6066 |
-| Choice longest answer | - | -| 0.426 | 0.452 |
-| Random | - | - | 0.250 | 0.250 |
+|  ---- |:----:|:----:|:----:|:----:| 
+| Gemini-2.5-Pro | Proprietary | 20250617 | 0.9095 | **0.9423** |
+| Seed1.5-VL-Think | Proprietary | 20250428 | 0.9056 | 0.9161 |
+| GPT-5-mini | Proprietary | 20250807 | **0.9108** | 0.9128 |
+| GPT o3 | Proprietary | 20250416 | 0.9056 | 0.9115 |
+| GPT o4 mini | Proprietary | 20250416  | 0.9062 | 0.9075 |
+| Seed1.5-VL | Proprietary | 20250328 | 0.8518 | 0.8669 |
+| Gemini-2.5-Flash | Proprietary | 20250617 | 0.6925 | 0.8557 |
+| GLM-4.1V-9B-Thinking | Open | - | 0.8392 | Doing |
+| Qwen2.5-VL-72B | Open | - | 0.8341 | 0.8308 |
+| Qwen2.5-VL-Max | Proprietary | 20250813 | 0.8192 | 0.8262 |
+| GPT-5-nano | Proprietary | 20250807 | 0.7980 | 0.7941 |
+| Qwen2.5-VL-32B | Open | - | 0.7980 | 0.7908 |
+| GPT-4o | Proprietary | 20240806  | 0.7462 | 0.7436 |
+| Qwen2.5-VL-7b | Open | - | 0.7082 | 0.7233 |
+| Qwen2.5-VL-3b | Open | - | 0.6748 | 0.6643 |
+| GPT-4o mini | Proprietary | 20240718  | 0.6636 | 0.6066 |
+| Deepseek-VL2 | Open | - | 0.4426 | 0.4216 |
+| *Choice longest answer* | - | -| 0.4262 | 0.4525 |
+| *Random* | - | - | 0.2500 | 0.2500 |
 
 
 ## 📖 Citation