SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 191–200 of 2177 papers

Title	Date	Tasks	Status	Hype
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents	Nov 9, 2023	Instruction FollowingLLM real-life tasks	CodeCode Available	2
Frozen Transformers in Language Models Are Effective Visual Encoder Layers	Oct 19, 2023	Action RecognitionImage-text Retrieval	CodeCode Available	2
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models	Oct 13, 2023	HallucinationImage Captioning	CodeCode Available	2
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts	Oct 3, 2023	ChatbotImage Captioning	CodeCode Available	2
Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering	Sep 29, 2023	Image to textPassage Retrieval	CodeCode Available	2
DreamLLM: Synergistic Multimodal Comprehension and Creation	Sep 20, 2023	multimodal generationVisual Question Answering	CodeCode Available	2
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions	Aug 19, 2023	MMEOptical Character Recognition (OCR)	CodeCode Available	2
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans	Aug 16, 2023	DescriptiveQuestion Answering	CodeCode Available	2
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data	Aug 4, 2023	Question AnsweringVisual Question Answering	CodeCode Available	2
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control	Jul 28, 2023	ObjectQuestion Answering	CodeCode Available	2

Show:10 25 50

← PrevPage 20 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