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  # About SIBench
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  At present, there already exist numerous open-source benchmarks for visual-spatial reasoning; however, each benchmark typically covers only a subset of tasks. We collected, categorized, and filtered them to construct **SIBench**.
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- figure radar
 
 
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  ## 💡 Key Features
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  Additionally, we provide a streamlined version for evaluation called SIBench-mini. The data for this version is randomly selected from SIBench. SIBench-mini maintains the same comprehensive task settings as the full version, but with a more uniform data distribution.
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  ## 🎯 Evaluation Results
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  We've provided a [leaderboard](https://sibench.github.io/Awesome-Visual-Spatial-Reasoning/), and we welcome you to add your evaluation results. Please feel free to contact us directly at: sduyusong@gmail.com.
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  ## 📖 Citation
 
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  # About SIBench
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  At present, there already exist numerous open-source benchmarks for visual-spatial reasoning; however, each benchmark typically covers only a subset of tasks. We collected, categorized, and filtered them to construct **SIBench**.
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+ ![teaser](radar2.6_calibri.png)
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  ## 💡 Key Features
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  Additionally, we provide a streamlined version for evaluation called SIBench-mini. The data for this version is randomly selected from SIBench. SIBench-mini maintains the same comprehensive task settings as the full version, but with a more uniform data distribution.
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+ ![data](cognitive_levels.png)
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  ## 🎯 Evaluation Results
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  We've provided a [leaderboard](https://sibench.github.io/Awesome-Visual-Spatial-Reasoning/), and we welcome you to add your evaluation results. Please feel free to contact us directly at: sduyusong@gmail.com.
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+ ![table2](table2.png)
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+ ![table1](table1.png)
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  ## 📖 Citation