الرئيسية المنصة الوثائق الأخبار الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Image Classification On Coloninst V1 Unseen

المقاييس

Accuray

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		Paper Title	Repository
ColonGPT (w/ LoRA, w/o extra data)	83.24	Frontiers in Intelligent Colonoscopy
LLaVA-v1.5 (w/ LoRA, w/ extra data)	80.89	Improved Baselines with Visual Instruction Tuning
MobileVLM-1.7B (w/ LoRA, w/ extra data)	80.44	MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices
Bunny-v1.0-3B (w/ LoRA, w/ extra data)	79.50	Efficient Multimodal Learning from Data-centric Perspective
LLaVA-Med-v1.5 (w/ LoRA, w/o extra data)	79.24	LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
LLaVA-v1.5 (w/ LoRA, w/o extra data)	79.10	Improved Baselines with Visual Instruction Tuning
MGM-2B (w/o LoRA, w/o extra data)	78.99	Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
MobileVLM-1.7B (w/o LoRA, w/ extra data)	78.75	MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices
MGM-2B (w/o LoRA, w/ extra data)	78.69	Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
LLaVA-Med-v1.0 (w/o LoRA, w/o extra data)	78.04	LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
MiniGPT-v2 (w/ LoRA, w/o extra data)	77.93	MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
LLaVA-Med-v1.0 (w/o LoRA, w/ extra data)	77.38	LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
MiniGPT-v2 (w/ LoRA, w/ extra data)	76.82	MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Bunny-v1.0-3B (w/ LoRA, w/o extra data)	75.50	Efficient Multimodal Learning from Data-centric Perspective
LLaVA-v1 (w/ LoRA, w/o extra data)	72.08	Visual Instruction Tuning
LLaVA-Med-v1.5 (w/ LoRA, w/ extra data)	66.51	LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
LLaVA-v1 (w/ LoRA, w/ extra data)	42.17	Visual Instruction Tuning

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