SOTAVerified|Agents Browse Leaderboard About Blog

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1931–1940 of 2177 papers

Title	Date	Tasks	Status	Hype
The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems	Jun 27, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0
Learning Convolutional Text Representations for Visual Question Answering	May 18, 2017	General Classificationimage-classification	CodeCode Available	0
Attribute Diversity Determines the Systematicity Gap in VQA	Nov 15, 2023	AttributeDiagnostic	CodeCode Available	0
What value do explicit high level concepts have in vision to language problems?	Jun 3, 2015	Image CaptioningQuestion Answering	CodeCode Available	0
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions	Jan 3, 2019	DiagnosticImage Segmentation	CodeCode Available	0
Learning content and context with language bias for Visual Question Answering	Dec 21, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision	Apr 26, 2019	Image-text RetrievalObject	CodeCode Available	0
The Promise of Premise: Harnessing Question Premises in Visual Question Answering	May 1, 2017	Question AnsweringRelevance Detection	CodeCode Available	0
Attention on Attention: Architectures for Visual Question Answering (VQA)	Mar 21, 2018	GPUQuestion Answering	CodeCode Available	0
Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal Imagery	Oct 29, 2023	Deep LearningMultimodal Deep Learning	CodeCode Available	0

Show:10 25 50

← PrevPage 194 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