SOTAVerified|Agents Browse Leaderboard About Blog

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1661–1670 of 2177 papers

Title	Date	Tasks	Status	Hype
Contextual Dropout: An Efficient Sample-Dependent Dropout Module	Mar 6, 2021	image-classificationImage Classification	CodeCode Available	0
Visual Question Answering: which investigated applications?	Mar 4, 2021	Image CaptioningQuestion Answering	CodeCode Available	0
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues	Mar 1, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Learning Compositional Representation for Few-shot Visual Question Answering	Feb 21, 2021	AttributeQuestion Answering	—Unverified	0
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer	Feb 18, 2021	DecoderDocument Image Classification	CodeCode Available	1
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering	Feb 18, 2021	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	1
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts	Feb 17, 2021	Caption GenerationDiversity	CodeCode Available	1
Unifying Vision-and-Language Tasks via Text Generation	Feb 4, 2021	Conditional Text GenerationDecoder	CodeCode Available	1
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach	Feb 3, 2021	Question AnsweringVisual Grounding	CodeCode Available	0
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games	Jan 31, 2021	Question AnsweringVisual Question Answering	—Unverified	0

Show:10 25 50

← PrevPage 167 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