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

العربية

Zero Shot Video Question Answer On Egoschema

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	Paper Title	Repository
VideoChat2_HD_mistral	65.6	MVBench: A Comprehensive Multi-modal Video Understanding Benchmark	-
MVU (13B)	60.3	Understanding Long Videos with Multimodal Language Models	-
Random	20.0	-	-
LangRepo (12B)	66.2	Language Repository for Long Video Understanding	-
LLoVi (7B)	50.8	A Simple LLM Framework for Long-Range Video Question-Answering	-
SlowFast-LLaVA-34B	47.2	SlowFast-LLaVA: A Strong Training-Free Baseline for Video Large Language Models	-
LLoVi (GPT-3.5)	57.6	A Simple LLM Framework for Long-Range Video Question-Answering	-
Tarsier (34B)	68.6	Tarsier: Recipes for Training and Evaluating Large Video Description Models	-
SeViLA (4B)	25.7	Self-Chained Image-Language Model for Video Localization and Question Answering	-
LVNet	66.0	Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA	-
TS-LLaVA-34B	57.8	TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models	-
VideoTree (GPT4)	66.2	VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos	-
VideoChat2_mistral	63.6	MVBench: A Comprehensive Multi-modal Video Understanding Benchmark	-

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