SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 20012025 of 2177 papers

TitleStatusHype
Adapting Lightweight Vision Language Models for Radiological Visual Question AnsweringCode0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question AnsweringCode0
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship DetectionCode0
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question AnsweringCode0
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical StudyCode0
Resource-efficient Inference with Foundation Model ProgramsCode0
Is Multimodal Vision Supervision Beneficial to Language?Code0
DocMIA: Document-Level Membership Inference Attacks against DocVQA ModelsCode0
DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and TrustworthinessCode0
Zero-shot Visual Question Answering with Language Model FeedbackCode0
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question AnsweringCode0
IQ-VQA: Intelligent Visual Question AnsweringCode0
Discrete Subgraph Sampling for Interpretable Graph based Visual Question AnsweringCode0
A simple neural network module for relational reasoningCode0
Towards Knowledge-Augmented Visual Question AnsweringCode0
Towards Language-guided Visual Recognition via Dynamic ConvolutionsCode0
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge MemoryCode0
IQA: Visual Question Answering in Interactive EnvironmentsCode0
Revisiting CroPA: A Reproducibility Study and Enhancements for Cross-Prompt Adversarial Transferability in Vision-Language ModelsCode0
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question AnsweringCode0
Revisiting Visual Question Answering BaselinesCode0
iParaphrasing: Extracting Visually Grounded Paraphrases via an ImageCode0
BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQACode0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
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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