SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1141–1150 of 2177 papers

Title	Date	Tasks	Status	Hype
Improving Multi-modal Large Language Model through Boosting Vision Capabilities	Oct 17, 2024	DecoderLanguage Modeling	—Unverified	0
Improving Users' Mental Model with Attention-directed Counterfactual Edits	Oct 13, 2021	counterfactualQuestion Answering	—Unverified	0
Improving Visual Question Answering by Referring to Generated Paragraph Captions	Jun 14, 2019	DecoderImage Captioning	—Unverified	0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions	Apr 6, 2023	In-Context LearningQuestion Answering	—Unverified	0
Improving VQA and its Explanations \\ by Comparing Competing Explanations	Jun 28, 2020	Question AnsweringVisual Question Answering	—Unverified	0
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks	Dec 3, 2017	Question AnsweringVisual Question Answering	—Unverified	0
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering	Aug 1, 2021	Question AnsweringVisual Question Answering	—Unverified	0
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding	Mar 3, 2024	Visual Question Answering	—Unverified	0
InfographicVQA	Apr 26, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning	May 19, 2024	Multimodal ReasoningQuestion Answering	—Unverified	0

Show:10 25 50

← PrevPage 115 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