SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 20262050 of 2177 papers

TitleStatusHype
Towards Multilingual Audio-Visual Question AnsweringCode0
Right this way: Can VLMs Guide Us to See More to Answer Questions?Code0
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question AnsweringCode0
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze FollowingCode0
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HDCode0
An Entropy Clustering Approach for Assessing Visual Question DifficultyCode0
Visual Contexts Clarify Ambiguous Expressions: A Benchmark DatasetCode0
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMsCode0
Visual Coreference Resolution in Visual Dialog using Neural Module NetworksCode0
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA ModelsCode0
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering ModelsCode0
Robust Explanations for Visual Question AnsweringCode0
Integrating Image Features with Convolutional Sequence-to-sequence Network for Multilingual Visual Question AnsweringCode0
A Simple Baseline for Knowledge-Based Visual Question AnsweringCode0
Differential Attention for Visual Question AnsweringCode0
VQA4CIR: Boosting Composed Image Retrieval with Visual Question AnsweringCode0
Differentiable Outlier Detection Enable Robust Deep Multimodal AnalysisCode0
Instruction Makes a DifferenceCode0
Routing Networks and the Challenges of Modular and Compositional ComputationCode0
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question AnsweringCode0
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering PairsCode0
Did the Model Understand the Question?Code0
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal ModelCode0
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsCode0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
Show:102550
← PrevPage 82 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