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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 51–75 of 85 papers

Title	Date	Tasks	Status	Hype	Score
EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding	Aug 17, 2023	DiagnosticEgoSchema	CodeCode Available	1	5
VideoMultiAgents: A Multi-Agent Framework for Video Question Answering	Apr 25, 2025	Caption GenerationEgoSchema	CodeCode Available	1	5
Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts	Sep 27, 2023	Few-shot Video Question AnsweringPrompt Learning	CodeCode Available	1	5
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering	Mar 12, 2025	Video Question AnsweringZero-Shot Video Question Answer	CodeCode Available	1	5
TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models	Nov 17, 2024	MVBenchVideo-based Generative Performance Benchmarking	CodeCode Available	1	5
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models	Jun 16, 2022	Fill MaskLanguage Modeling	CodeCode Available	1	5
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA	Jun 13, 2024	AllEgoSchema	CodeCode Available	1	5
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning	Sep 27, 2023	GPUVideo-based Generative Performance Benchmarking	CodeCode Available	1	5
TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering	Apr 1, 2024	Question AnsweringVideo Question Answering	CodeCode Available	1	5
A Simple LLM Framework for Long-Range Video Question-Answering	Dec 28, 2023	EgoSchemaLanguage Modelling	CodeCode Available	1	5
OmniDataComposer: A Unified Data Structure for Multimodal Data Fusion and Infinite Data Generation	Aug 8, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Agentic Keyframe Search for Video Question Answering	Mar 20, 2025	EgoSchemaQuestion Answering	CodeCode Available	1	5
Self-Chained Image-Language Model for Video Localization and Question Answering	May 11, 2023	Language ModelingLanguage Modelling	CodeCode Available	1	5
VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation	Feb 24, 2023	Computational EfficiencyOffline RL	CodeCode Available	0	5
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering	Jun 6, 2019	Question AnsweringVideo Question Answering	CodeCode Available	0	5
LLaVA-OneVision: Easy Visual Task Transfer	Aug 6, 2024	3D Question Answering (3D-QA)	CodeCode Available	0	5
MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged Siamese Networks	Jul 26, 2019	Zero-Shot Video Question Answer	CodeCode Available	0	5
Question-Answering Dense Video Events	Sep 6, 2024	BenchmarkingQuestion Answering	CodeCode Available	0	5
Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering	Feb 16, 2024	Language ModelingLanguage Modelling	CodeCode Available	0	5
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering	Apr 14, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Vamos: Versatile Action Models for Video Understanding	Nov 22, 2023	EgoSchemaHard Attention	CodeCode Available	0	5
Verbs in Action: Improving verb understanding in video-language models	Apr 13, 2023	Contrastive LearningQuestion Answering	CodeCode Available	0	5
VidCtx: Context-aware Video Question Answering with Image Models	Dec 23, 2024	Large Language ModelQuestion Answering	CodeCode Available	0	5
Video Instruction Tuning With Synthetic Data	Oct 3, 2024	3D Question Answering (3D-QA)	—Unverified	0	0
Streaming Long Video Understanding with Large Language Models	May 25, 2024	Question AnsweringVideo Understanding	—Unverified	0	0

Show:10 25 50

← PrevPage 3 of 4Next →

No leaderboard results yet.