SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1450 of 2177 papers

TitleStatusHype
i-Code Studio: A Configurable and Composable Framework for Integrative AI—0
DUBLIN -- Document Understanding By Language-Image Network—0
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach—0
Target-Aware Spatio-Temporal Reasoning via Answering Questions in Dynamics Audio-Visual ScenariosCode0
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature—0
IMAD: IMage-Augmented multi-modal DialogueCode0
An Empirical Study on the Language Modal in Visual Question Answering—0
Probing the Role of Positional Information in Vision-Language Models—0
Semantic Composition in Visually Grounded Language Models—0
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Adaptive loose optimization for robust question answeringCode0
Analysis of Visual Question Answering Algorithms with attention model—0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime—0
CHIC: Corporate Document for Visual question Answering—0
Chain of Thought Prompt Tuning in Vision Language Models—0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents—0
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT—0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations—0
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language—0
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images—0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions—0
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering—0
Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder—0
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA—0
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space—0
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision—0
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
Curriculum Learning for Compositional Visual Reasoning—0
Integrating Image Features with Convolutional Sequence-to-sequence Network for Multilingual Visual Question AnsweringCode0
3D Concept Learning and Reasoning from Multi-View Images—0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
Logical Implications for Visual Question Answering ConsistencyCode0
Polar-VQA: Visual Question Answering on Remote Sensed Ice sheet Imagery from Polar Region—0
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images—0
Vision-Language Models as Success Detectors—0
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning—0
Toward Unsupervised Realistic Visual Question Answering—0
Interpretable Visual Question Answering Referring to Outside Knowledge—0
Graph Neural Networks in Vision-Language Image Understanding: A Survey—0
Knowledge-Based Counterfactual Queries for Visual Question Answering—0
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media ReasoningCode0
VQA with Cascade of Self- and Co-Attention Blocks—0
Language Is Not All You Need: Aligning Perception with Language Models—0
Medical visual question answering using joint self-supervised learning—0
EVJVQA Challenge: Multilingual Visual Question Answering—0
VinVL+L: Enriching Visual Representation with Location Context in VQACode0
Reusable Slotwise Mechanisms—0
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning—0
Few-shot Multimodal Multitask Multilingual Learning—0
Bridge Damage Cause Estimation Using Multiple Images Based on Visual Question Answering—0
Show:102550
← PrevPage 29 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