SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 801–850 of 2177 papers

TitleStatusHype
Crossformer: Transformer with Alternated Cross-Layer Guidance—0
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images—0
Language bias in Visual Question Answering: A Survey and Taxonomy—0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?—0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?—0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification—0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation—0
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment—0
Hyperbolic Attention Networks—0
Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end—0
HAMMR: HierArchical MultiModal React agents for generic VQA—0
Cross-Dataset Adaptation for Visual Question Answering—0
A Vision Centric Remote Sensing Benchmark—0
An Analysis of Visual Question Answering Algorithms—0
A dataset of clinically generated visual questions and answers about radiology images—0
Language-Image Models with 3D Understanding—0
CROME: Cross-Modal Adapters for Efficient Multimodal LLM—0
i-Code Studio: A Configurable and Composable Framework for Integrative AI—0
KVQA: Knowledge-Aware Visual Question Answering—0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning—0
Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights—0
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering—0
CREPE: Coordinate-Aware End-to-End Document Parser—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent—0
CQ-VQA: Visual Question Answering on Categorized Questions—0
Learning by Asking Questions—0
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering—0
CLIPPO: Image-and-Language Understanding from Pixels Only—0
Bayesian Attention Belief Networks—0
LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning—0
H2OVL-Mississippi Vision Language Models Technical Report—0
Cycle-Consistency for Robust Visual Question Answering—0
Image Captioning with Compositional Neural Module Networks—0
CPL: Counterfactual Prompt Learning for Vision and Language Models—0
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach—0
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models—0
Image Position Prediction in Multimodal Documents—0
Guiding Visual Question Answering with Attention Priors—0
ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering—0
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models—0
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology—0
Auto-Parsing Network for Image Captioning and Visual Question Answering—0
Knowledge-Based Counterfactual Queries for Visual Question Answering—0
Improved Alignment of Modalities in Large Vision Language Models—0
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs—0
Grounding Task Assistance with Multimodal Cues from a Single Demonstration—0
Co-VQA : Answering by Interactive Sub Question Sequence—0
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond—0
Grounding Complex Navigational Instructions Using Scene Graphs—0
Show:102550
← PrevPage 17 of 44Next →
All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified