SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 13761400 of 2177 papers

TitleStatusHype
Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models0
ORD: Object Relationship Discovery for Visual Dialogue Generation0
ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation0
Visual Graph Question Answering with ASP and LLMs for Language Parsing0
Data Metabolism: An Efficient Data Design Schema For Vision Language Model0
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction0
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering0
Visual Grounding Strategies for Text-Only Natural Language Processing0
Data Augmentation for Visual Question Answering0
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training0
Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation0
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization0
Visual Hallucination: Definition, Quantification, and Prescriptive Remediations0
DARE: Diverse Visual Question Answering with Robustness Evaluation0
Overview of TREC 2024 Medical Video Question Answering (MedVidQA) Track0
OVQA: A Clinically Generated Visual Question Answering Dataset0
OWLViz: An Open-World Benchmark for Visual Question Answering0
PaLI: A Jointly-Scaled Multilingual Language-Image Model0
Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning0
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter0
Cycle-Consistency for Robust Visual Question Answering0
PAM: Understanding Product Images in Cross Product Category Attribute Extraction0
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark0
C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset0
AI2D-RST: A multimodal corpus of 1000 primary school science diagrams0
Show:102550
← PrevPage 56 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