Datasets:

UniParser
/

RxnBench

@@ -105,31 +105,31 @@ The final evaluation reports the absolute accuracy of the benchmark in both Engl
 We evaluated several of the latest popular MLLMs, including both closed-source and open-source models.
-|  Moldel   | Weight | UpdateTime | RxnBench-En  | RxnBench-Zh | Mean Score |
-|  ---- |:----:|:----:|:----:|:----:|:----:|
-| GPT-5 (high) | Proprietary | 20250807 | **0.9279** | 0.9246 | **0.9263** |
-| Gemini-2.5-Pro | Proprietary | 20250617 | 0.9095 | **0.9423** | 0.9259 |
-| GPT-5-mini | Proprietary | 20250807 | 0.9108 | 0.9128 | 0.9118 |
-| Seed1.5-VL-Think | Proprietary | 20250428 | 0.9056 | 0.9161 | 0.9109 |
-| GPT o3 | Proprietary | 20250416 | 0.9056 | 0.9115 | 0.9086 |
-| GPT o4 mini | Proprietary | 20250416  | 0.9062 | 0.9075 | 0.9069 |
-| InternVL3.5-241B-A28B | Open | - | 0.9003 | 0.9062 | 0.9033 |
-| Intern-S1 | Open | - | 0.8938 | 0.8944 | 0.8941 |
-| Seed1.5-VL | Proprietary | 20250328 | 0.8518 | 0.8669 | 0.8594 |
-| InternVL3-78b | Open | - | 0.8531 | 0.8308 | 0.8420 |
-| Intern-S1-mini | Open | - | 0.8521 | 0.8282 | 0.8402 |
-| GLM-4.1V-9B-Thinking | Open | - | 0.8392 | 0.8341 | 0.8367 |
-| Qwen2.5-VL-72B | Open | - | 0.8341 | 0.8308 | 0.8325 |
-| Qwen2.5-VL-Max | Proprietary | 20250813 | 0.8192 | 0.8262 | 0.8227 |
-| GPT-5-nano | Proprietary | 20250807 | 0.7980 | 0.7941 | 0.7961 |
-| Qwen2.5-VL-32B | Open | - | 0.7980 | 0.7908 | 0.7944 |
-| Gemini-2.5-Flash | Proprietary | 20250617 | 0.6925 | 0.8557 | 0.7741 |
-| GPT-4o | Proprietary | 20240806  | 0.7462 | 0.7436 | 0.7449 |
-| Qwen2.5-VL-7b | Open | - | 0.7082 | 0.7233 | 0.7158 |
-| Qwen2.5-VL-3b | Open | - | 0.6748 | 0.6643 | 0.6696 |
-| GPT-4o mini | Proprietary | 20240718  | 0.6636 | 0.6066 | 0.6351 |
 | *Choice longest answer* | - | -| 0.4262 | 0.4525 | 0.4394 |
-| Deepseek-VL2 | Open | - | 0.4426 | 0.4216 | 0.4321 |
 | *Random* | - | - | 0.2500 | 0.2500 |  0.2500 |

 We evaluated several of the latest popular MLLMs, including both closed-source and open-source models.
+|  Moldel   | think | Weight | UpdateTime | RxnBench-En  | RxnBench-Zh | Mean Score |
+|  ---- |:----:|:----:|:----:|:----:|:----:|:----:|
+| GPT-5 (high) | high | Proprietary | 20250807 | **0.9279** | 0.9246 | **0.9263** |
+| Gemini-2.5-Pro | default | Proprietary | 20250617 | 0.9095 | **0.9423** | 0.9259 |
+| GPT-5-mini | default | Proprietary | 20250807 | 0.9108 | 0.9128 | 0.9118 |
+| Seed1.5-VL-Think | default | Proprietary | 20250428 | 0.9056 | 0.9161 | 0.9109 |
+| GPT o3 | default | Proprietary | 20250416 | 0.9056 | 0.9115 | 0.9086 |
+| GPT o4 mini | default | Proprietary | 20250416  | 0.9062 | 0.9075 | 0.9069 |
+| InternVL3.5-241B-A28B | default | Open | - | 0.9003 | 0.9062 | 0.9033 |
+| Intern-S1 | default | Open | - | 0.8938 | 0.8944 | 0.8941 |
+| Seed1.5-VL | off | Proprietary | 20250328 | 0.8518 | 0.8669 | 0.8594 |
+| InternVL3-78b | unsupported | Open | - | 0.8531 | 0.8308 | 0.8420 |
+| Intern-S1-mini | default | Open | - | 0.8521 | 0.8282 | 0.8402 |
+| GLM-4.1V-9B-Thinking | default | Open | - | 0.8392 | 0.8341 | 0.8367 |
+| Qwen2.5-VL-72B | unsupported | Open | - | 0.8341 | 0.8308 | 0.8325 |
+| Qwen2.5-VL-Max | unsupported | Proprietary | 20250813 | 0.8192 | 0.8262 | 0.8227 |
+| GPT-5-nano | default | Proprietary | 20250807 | 0.7980 | 0.7941 | 0.7961 |
+| Qwen2.5-VL-32B | unsupported | Open | - | 0.7980 | 0.7908 | 0.7944 |
+| Gemini-2.5-Flash | default | Proprietary | 20250617 | 0.6925 | 0.8557 | 0.7741 |
+| GPT-4o | unsupported | Proprietary | 20240806  | 0.7462 | 0.7436 | 0.7449 |
+| Qwen2.5-VL-7b | unsupported | Open | - | 0.7082 | 0.7233 | 0.7158 |
+| Qwen2.5-VL-3b | unsupported | Open | - | 0.6748 | 0.6643 | 0.6696 |
+| GPT-4o mini | unsupported | Proprietary | 20240718  | 0.6636 | 0.6066 | 0.6351 |
 | *Choice longest answer* | - | -| 0.4262 | 0.4525 | 0.4394 |
+| Deepseek-VL2 | unsupported | Open | - | 0.4426 | 0.4216 | 0.4321 |
 | *Random* | - | - | 0.2500 | 0.2500 |  0.2500 |