SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 201–210 of 2177 papers

Title	Date	Tasks	Status	Hype
Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models	Mar 8, 2025	Caption GenerationQuestion Answering	—Unverified	0
SplatTalk: 3D VQA with Gaussian Splatting	Mar 8, 2025	3DGSQuestion Answering	—Unverified	0
Treble Counterfactual VLMs: A Causal Approach to Hallucination	Mar 8, 2025	Autonomous Drivingcounterfactual	CodeCode Available	0
MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering	Mar 8, 2025	Answer GenerationMixture-of-Experts	—Unverified	0
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model	Mar 6, 2025	General KnowledgeImage Captioning	CodeCode Available	2
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation	Mar 6, 2025	Active LearningImage Segmentation	—Unverified	0
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM	Mar 6, 2025	Anomaly DetectionLanguage Modeling	CodeCode Available	2
Question-Aware Gaussian Experts for Audio-Visual Question Answering	Mar 6, 2025	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	1
Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations	Mar 5, 2025	Question AnsweringVisual Question Answering	CodeCode Available	0
OWLViz: An Open-World Benchmark for Visual Question Answering	Mar 4, 2025	Question AnsweringVisual Question Answering	—Unverified	0

Show:10 25 50

← PrevPage 21 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