SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 926950 of 2177 papers

TitleStatusHype
Everything is a Video: Unifying Modalities through Next-Frame Prediction0
SparrowVQE: Visual Question Explanation for Course Content UnderstandingCode0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent0
Aligned Vector Quantization for Edge-Cloud Collabrative Vision-Language Models0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding0
Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models0
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering0
Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA0
Multimodal Commonsense Knowledge Distillation for Visual Question Answering0
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning0
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing0
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering0
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering0
A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning0
Goal-Oriented Semantic Communication for Wireless Visual Question Answering0
Designing a Robust Radiology Report Generation System0
Right this way: Can VLMs Guide Us to See More to Answer Questions?Code0
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset0
GRADE: Quantifying Sample Diversity in Text-to-Image Models0
Are VLMs Really BlindCode0
AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?Code0
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!0
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
Face-MLLM: A Large Face Perception Model0
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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