SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 19261950 of 2177 papers

TitleStatusHype
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion0
Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray0
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions0
What If We Recaption Billions of Web Images with LLaMA-3?0
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models0
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
Understanding Complexity in VideoQA via Visual Program Generation0
GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback0
How Much Can CLIP Benefit Vision-and-Language Tasks?0
Graph-Structured Representations for Visual Question Answering0
How to Design Sample and Computationally Efficient VQA Models0
Understanding in Artificial Intelligence0
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
Understanding Information Storage and Transfer in Multi-modal Large Language Models0
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
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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