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LandAI-Base

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geospatial-reasoning

chain-of-thought

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zhou777 commited on Feb 4

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@@ -44,8 +44,8 @@ Unlike general-purpose multimodal models, LandAI-Base has been fine-tuned on a c
 LandAI-Base demonstrates a substantial leap in reasoning capabilities compared to its backbone model. In the **GeoTest2025** benchmark (derived from restricted 2025 National Postgraduate Entrance Examination questions), it achieves near-commercial performance.
-| Model | GeoTest2025 (Geography) | AIME 2024 (Math Logic) | HumanEval | MMMU pro |
-| :--- | :---: | :---: | :---: |
 | **LandAI-Base-7B (Ours)** | **93.3%** | **16.7%** | **66.4%** | **44.7%** |
 | Qwen2.5-VL-7B (Baseline) | 46.7% | 3.3% | 67.3% | 41.2% |
 | GPT-4o | 92.1% | 9.3% | 90.2% | 51.9% |

 LandAI-Base demonstrates a substantial leap in reasoning capabilities compared to its backbone model. In the **GeoTest2025** benchmark (derived from restricted 2025 National Postgraduate Entrance Examination questions), it achieves near-commercial performance.
+| Model | GeoTest2025 (Geography) | AIME 2024  | HumanEval | MMMU pro |
+| :--- | :---: | :---: | :---: | :---: |
 | **LandAI-Base-7B (Ours)** | **93.3%** | **16.7%** | **66.4%** | **44.7%** |
 | Qwen2.5-VL-7B (Baseline) | 46.7% | 3.3% | 67.3% | 41.2% |
 | GPT-4o | 92.1% | 9.3% | 90.2% | 51.9% |