SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 671–680 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
NAAQA: A Neural Architecture for Acoustic Question Answering	Jun 11, 2021	Acoustic Question AnsweringQuestion Answering	CodeCode Available	0	5
No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only Memory	Feb 6, 2025	Continual LearningQuestion Answering	CodeCode Available	0	5
HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation	May 16, 2025	BenchmarkingEthics	CodeCode Available	0	5
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model	Jun 15, 2024	Question AnsweringVideo Understanding	CodeCode Available	0	5
MUREL: Multimodal Relational Reasoning for Visual Question Answering	Feb 25, 2019	Relational ReasoningVisual Question Answering	CodeCode Available	0	5
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMs	May 27, 2025	Audio-visual Question AnsweringQuestion Answering	CodeCode Available	0	5
Multi-Sourced Compositional Generalization in Visual Question Answering	May 29, 2025	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training	Mar 30, 2024	Contrastive LearningQuestion Answering	CodeCode Available	0	5
MUTAN: Multimodal Tucker Fusion for Visual Question Answering	May 18, 2017	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	0	5
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning	Mar 6, 2020	Density EstimationNoise Estimation	CodeCode Available	0	5

Show:10 25 50

← PrevPage 68 of 218Next →

All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified