SOTAVerified

Zero-Shot Video Question Answer

This task present the results of Zeroshot Question Answer results on TGIF-QA dataset for LLM powered Video Conversational Models.

Papers

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Showing 51–75 of 85 papers

TitleStatusHype
A Simple LLM Framework for Long-Range Video Question-AnsweringCode1
TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language ModelsCode1
Agentic Keyframe Search for Video Question AnsweringCode1
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language UnderstandingCode1
Zero-Shot Video Question Answering via Frozen Bidirectional Language ModelsCode1
BT-Adapter: Video Conversation is Feasible Without Video Instruction TuningCode1
VideoMultiAgents: A Multi-Agent Framework for Video Question AnsweringCode1
OmniDataComposer: A Unified Data Structure for Multimodal Data Fusion and Infinite Data GenerationCode1
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QACode1
TraveLER: A Modular Multi-LMM Agent Framework for Video Question-AnsweringCode1
BIMBA: Selective-Scan Compression for Long-Range Video Question AnsweringCode1
Zero-Shot and Few-Shot Video Question Answering with Multi-Modal PromptsCode1
Self-Chained Image-Language Model for Video Localization and Question AnsweringCode1
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering—0
CinePile: A Long Video Question Answering Dataset and Benchmark—0
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs—0
ENTER: Event Based Interpretable Reasoning for VideoQA—0
GPT-4o System Card—0
GPT-4o: Visual perception performance of multimodal large language models in piglet activity understanding—0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Long Story Short: Story-level Video Understanding from 20K Short Films—0
Streaming Long Video Understanding with Large Language Models—0
Video Instruction Tuning With Synthetic Data—0
Vista-LLaMA: Reliable Video Narrator via Equal Distance to Visual Tokens—0
Zero-Shot Video Question Answering with Procedural Programs—0
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