SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 12511275 of 2177 papers

TitleStatusHype
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning0
Small Language Model Meets with Reinforced Vision Vocabulary0
Free Form Medical Visual Question Answering in Radiology0
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities0
COCO is "ALL'' You Need for Visual Instruction Fine-tuning0
Uncovering the Full Potential of Visual Grounding Methods in VQACode0
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining0
Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language ModelCode0
Hallucination Benchmark in Medical Visual Question AnsweringCode0
GRAM: Global Reasoning for Multi-Page VQA0
ArtQuest: Countering Hidden Language Biases in ArtVQACode0
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment0
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers0
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering0
Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles0
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems0
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA0
MIVC: Multiple Instance Visual Component for Visual-Language Models0
Gemini Pro Defeated by GPT-4V: Evidence from Education0
Detection-based Intermediate Supervision for Visual Question Answering0
On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications0
Towards a Unified Multimodal Reasoning FrameworkCode0
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts0
Object-aware Adaptive-Positivity Learning for Audio-Visual Question AnsweringCode0
Object Attribute Matters in Visual Question AnsweringCode0
Show:102550
← PrevPage 51 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