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LongVILA-R1-7B

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  ## Evaluation:
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  ### Video QA Benchmarks
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- | Models | VideoMME (w/o sub) | VideoMME (w sub) | ActivityNet-QA (test) | LongVideoBench (val) | PerceptionTest (val) | NExT-QA | VNBench (val) |
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  |:-------------------|:------------------:|:----------------:|:---------------------:|:--------------------:|:--------------------:|:--------:|:-------------:|
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  | **LongVILA-7B** | **60.1** | **65.1** | **59.5** | **57.1** | **58.1** | **80.7** | **63.0** |
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  | **LongVILA-R1-7B** | **65.0** | **70.7** | **64.8** | **58.0** | **68.9** | **81.5** | **75.5** |
 
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  ## Evaluation:
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  ### Video QA Benchmarks
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+ | Models | VideoMME (w/o sub) | VideoMME (w sub) | ActivityNet-QA (test) | LongVideoBench (val) | PerceptionTest (val) | NExT-QA (mc) | VNBench (val) |
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  |:-------------------|:------------------:|:----------------:|:---------------------:|:--------------------:|:--------------------:|:--------:|:-------------:|
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  | **LongVILA-7B** | **60.1** | **65.1** | **59.5** | **57.1** | **58.1** | **80.7** | **63.0** |
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  | **LongVILA-R1-7B** | **65.0** | **70.7** | **64.8** | **58.0** | **68.9** | **81.5** | **75.5** |