SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 721–730 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Multimodal Residual Learning for Visual QA	Jun 5, 2016	Multiple-choiceQuestion Answering	CodeCode Available	0	5
Cross-Modal Contrastive Learning for Robust Reasoning in VQA	Nov 21, 2022	Contrastive LearningQuestion Answering	CodeCode Available	0	5
BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data	Oct 1, 2024	Code GenerationLogical Reasoning	CodeCode Available	0	5
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective	Dec 23, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0	5
AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning	Jan 1, 2025	Audio-visual Question AnsweringContinual Learning	CodeCode Available	0	5
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond	Oct 8, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Analyzing the Behavior of Visual Question Answering Models	Jun 23, 2016	Question AnsweringVisual Question Answering	CodeCode Available	0	5
CROPE: Evaluating In-Context Adaptation of Vision and Language Models to Culture-Specific Concepts	Oct 20, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering	Aug 4, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
12-in-1: Multi-Task Vision and Language Representation Learning	Dec 5, 2019	10-shot image generationImage Retrieval	CodeCode Available	0	5

Show:10 25 50

← PrevPage 73 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