SOTAVerified|Agents Browse Leaderboard About Blog

Visual Question Answering

MLLM Leaderboard

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1531–1540 of 2177 papers

Title	Date	Tasks	Status	Hype
Perceptual Score: What Data Modalities Does Your Model Perceive?	Oct 27, 2021	Question AnsweringVisual Dialog	CodeCode Available	0
Alignment Attention by Matching Key and Query Distributions	Oct 25, 2021	Graph AttentionQuestion Answering	CodeCode Available	0
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning	Oct 25, 2021	Arithmetic ReasoningMathematical Question Answering	CodeCode Available	1
Single-Modal Entropy based Active Learning for Visual Question Answering	Oct 21, 2021	Active LearningQuestion Answering	—Unverified	0
Robustness through Data Augmentation Loss Consistency	Oct 21, 2021	Multi-domain Dialogue State TrackingVisual Question Answering	CodeCode Available	0
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors	Oct 18, 2021	Descriptivenamed-entity-recognition	CodeCode Available	1
Towards Language-guided Visual Recognition via Dynamic Convolutions	Oct 17, 2021	Question AnsweringReferring Expression	CodeCode Available	0
xGQA: Cross-Lingual Visual Question Answering	Oct 16, 2021	Cross-Lingual TransferLanguage Modeling	—Unverified	0
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants	Oct 13, 2021	intent-classificationIntent Classification	—Unverified	0
Improving Users' Mental Model with Attention-directed Counterfactual Edits	Oct 13, 2021	counterfactualQuestion Answering	—Unverified	0

Show:10 25 50

← PrevPage 154 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