SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 11011125 of 2177 papers

TitleStatusHype
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites0
How good are deep models in understanding the generated images?0
How Much Can CLIP Benefit Vision-and-Language Tasks?0
How to Design Sample and Computationally Efficient VQA Models0
How to find a good image-text embedding for remote sensing visual question answering?0
How Transferable are Reasoning Patterns in VQA?0
How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey0
How Well Can Vison-Language Models Understand Humans' Intention? An Open-ended Theory of Mind Question Evaluation Benchmark0
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images0
Human-Adversarial Visual Question Answering0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification0
Human Mobility Question Answering (Vision Paper)0
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment0
Hyperbolic Attention Networks0
Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end0
Hypo3D: Exploring Hypothetical Reasoning in 3D0
ICDAR 2019 Competition on Scene Text Visual Question Answering0
i-Code Studio: A Configurable and Composable Framework for Integrative AI0
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance0
CLIPPO: Image-and-Language Understanding from Pixels Only0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks0
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge0
Image Captioning with Compositional Neural Module Networks0
Show:102550
← PrevPage 45 of 88Next →

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