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Mmr Total On Mrr Benchmark

Metrics

Total Column Score

Results

Performance results of various models on this benchmark

Model Name	Total Column Score	Paper Title	Repository
InternVL2-8B	368	InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
Idefics-80B	139	OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
Idefics-2-8B	256	What matters when building vision-language models?	-
InternVL2-1B	237	InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks
GPT-4o	457	GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding	-
Phi-3-Vision	397	Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone	-
Qwen-vl-max	366	Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
LLaVA-NEXT-13B	335	Visual Instruction Tuning
LLaVA-NEXT-34B	412	Visual Instruction Tuning
GPT-4V	415	The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)
Claude 3.5 Sonnet	463	Claude 3.5 Sonnet Model Card Addendum	-
Monkey-Chat-7B	214	Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models
Qwen-vl-plus	310	Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
LLaVA-1.5-13B	243	Visual Instruction Tuning

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