SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 18011825 of 2177 papers

TitleStatusHype
The curse of language biases in remote sensing VQA: the role of spatial attributes, language diversity, and the need for clear evaluation0
The Forgettable-Watcher Model for Video Question Answering0
AdaCoder: Adaptive Prompt Compression for Programmatic Visual Question Answering0
The Impact of Explanations on AI Competency Prediction in VQA0
The meaning of "most" for visual question answering models0
The Meaning of ``Most'' for Visual Question Answering Models0
VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving0
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions0
The Quest for Visual Understanding: A Journey Through the Evolution of Visual Question Answering0
A Vision Centric Remote Sensing Benchmark0
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions0
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA0
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent0
TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems0
VQA-GEN: A Visual Question Answering Benchmark for Domain Generalization0
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering0
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving0
Auto-Parsing Network for Image Captioning and Visual Question Answering0
A Unified Framework for Multilingual and Code-Mixed Visual Question Answering0
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices0
VQA-LOL: Visual Question Answering under the Lens of Logic0
TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering0
TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs0
Attentive Explanations: Justifying Decisions and Pointing to the Evidence0
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified