SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1021–1030 of 2177 papers

Title	Date	Tasks	Status	Hype
Towards Perceiving Small Visual Details in Zero-shot Visual Question Answering with Multimodal LLMs	Oct 24, 2023	Question AnsweringVisual Question Answering	CodeCode Available	1
LXMERT Model Compression for Visual Question Answering	Oct 23, 2023	modelModel Compression	CodeCode Available	0
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond	Oct 23, 2023	counterfactualMultiple-choice	—Unverified	0
SILC: Improving Vision Language Pretraining with Self-Distillation	Oct 20, 2023	ClassificationContrastive Learning	—Unverified	0
A Simple Baseline for Knowledge-Based Visual Question Answering	Oct 20, 2023	In-Context LearningQuestion Answering	CodeCode Available	0
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering	Oct 19, 2023	Image CaptioningQuestion Answering	CodeCode Available	0
Frozen Transformers in Language Models Are Effective Visual Encoder Layers	Oct 19, 2023	Action RecognitionImage-text Retrieval	CodeCode Available	2
UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models	Oct 17, 2023	AttributeQuestion Answering	CodeCode Available	0
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning	Oct 14, 2023	Image ClassificationImage Description	CodeCode Available	7
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection	Oct 13, 2023	Language ModelingLanguage Modelling	—Unverified	0

Show:10 25 50

← PrevPage 103 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