SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 921–930 of 2177 papers

Title	Date	Tasks	Status	Hype
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications	Dec 23, 2023	geo-localizationimage-classification	—Unverified	0
Towards a Unified Multimodal Reasoning Framework	Dec 22, 2023	Multimodal ReasoningMultiple-choice	CodeCode Available	0
DriveLM: Driving with Graph Visual Question Answering	Dec 21, 2023	Autonomous DrivingQuestion Answering	CodeCode Available	3
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks	Dec 21, 2023	Image RetrievalImage-to-Text Retrieval	CodeCode Available	1
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts	Dec 21, 2023	HallucinationQuestion Answering	—Unverified	0
VCoder: Versatile Vision Encoders for Multimodal Large Language Models	Dec 21, 2023	Image CaptioningImage Generation	CodeCode Available	2
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs	Dec 21, 2023	Visual Question AnsweringWorld Knowledge	CodeCode Available	2
LingoQA: Visual Question Answering for Autonomous Driving	Dec 21, 2023	Autonomous DrivingDecision Making	CodeCode Available	2
Object Attribute Matters in Visual Question Answering	Dec 20, 2023	AttributeGraph Neural Network	CodeCode Available	0
Interactive Visual Task Learning for Robots	Dec 20, 2023	Continual LearningNovel Concepts	—Unverified	0

Show:10 25 50

← PrevPage 93 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