SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 471–480 of 2177 papers

Title	Date	Tasks	Status	Hype
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities	Jul 11, 2022	ArticlesFew-Shot Learning	CodeCode Available	1
Weakly Supervised Grounding for VQA in Vision-Language Transformers	Jul 5, 2022	Question AnsweringRepresentation Learning	CodeCode Available	1
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA	Jun 30, 2022	Question AnsweringRetrieval	CodeCode Available	1
Consistency-preserving Visual Question Answering in Medical Imaging	Jun 27, 2022	Question AnsweringVisual Question Answering	CodeCode Available	1
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer	Jun 22, 2022	Question AnsweringSentence	CodeCode Available	1
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models	Jun 16, 2022	Fill MaskLanguage Modeling	CodeCode Available	1
MixGen: A New Multi-Modal Data Augmentation	Jun 16, 2022	Data AugmentationImage-text Retrieval	CodeCode Available	1
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone	Jun 15, 2022	Described Object DetectionImage Captioning	CodeCode Available	1
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge	Jun 3, 2022	Question AnsweringVisual Question Answering	CodeCode Available	1
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering	Jun 2, 2022	Question AnsweringRetrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 48 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