Add model Mantis to the LMMs-Eval supported model list #162
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As the title suggests, this pr is to add the Mantis model to the supported model list.
Supported Models:
The implementation supports 6 Mantis model from the Mantis huggingface collection
I have picked three single-image tasks, and one multi-image task. Here's my reproduced results in comparison with the Mantis paper's results:
Mantis-Idefics2:
Mantis-LLaMA3-SigLIP:
Mantis-LLaMA3-CLIP:
I highlighted the MUIRBench score from Mantis-LLAMA3-CLIP as it is significantly higher than reported in the paper.
TextVQA is tested with ocr tokens as augmentation.