SOTAVerified|Agents Browse Leaderboard About

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 381–390 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Learning Trimodal Relation for AVQA with Missing Modality	Jul 23, 2024	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	1	5
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs	Sep 17, 2024	Question AnsweringToken Reduction	CodeCode Available	1	5
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning	Aug 10, 2022	MathMathematical Reasoning	CodeCode Available	1	5
LIME: Less Is More for MLLM Evaluation	Sep 10, 2024	Image CaptioningQuestion Answering	CodeCode Available	1	5
Learning to Answer Visual Questions from Web Videos	May 10, 2022	Dataset GenerationQuestion Answering	CodeCode Available	1	5
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images	Oct 28, 2023	Decision MakingMedical Visual Question Answering	CodeCode Available	1	5
Generative Bias for Robust Visual Question Answering	Aug 1, 2022	Knowledge DistillationQuestion Answering	CodeCode Available	1	5
Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator	Dec 11, 2023	Image CaptioningQuestion Answering	CodeCode Available	1	5
Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering	Nov 1, 2020	Contrastive Learningcounterfactual	CodeCode Available	1	5
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning	Dec 20, 2016	DiagnosticQuestion Answering	CodeCode Available	1	5

Show:10 25 50

← PrevPage 39 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