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

العربية

Video Question Answering On Msrvtt Qa

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	Paper Title	Repository
FrozenBiLM	47.0	Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
mPLUG-2	48.0	mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
FrozenBiLM (0-shot)	16.7	Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
VIOLETv2	44.5	An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling
Singularity-temporal	43.9	Revealing Single Frame Bias for Video-and-Language Learning
HBI	46.2	Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
VALOR	49.2	VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset
Singularity	43.5	Revealing Single Frame Bias for Video-and-Language Learning
VAST	50.1	VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset
Mirasol3B	50.42	Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities	-
VindLU	44.6	VindLU: A Recipe for Effective Video-and-Language Pretraining
COSA	49.2	COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
MA-LMM	48.5	MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
EMCL-Net	45.8	Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

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