SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 14011425 of 2177 papers

TitleStatusHype
i-Code Studio: A Configurable and Composable Framework for Integrative AI0
DUBLIN -- Document Understanding By Language-Image Network0
Image Manipulation via Multi-Hop Instructions -- A New Dataset and Weakly-Supervised Neuro-Symbolic Approach0
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 Literature0
IMAD: IMage-Augmented multi-modal DialogueCode0
An Empirical Study on the Language Modal in Visual Question Answering0
Probing the Role of Positional Information in Vision-Language Models0
Semantic Composition in Visually Grounded Language Models0
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 model0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime0
CHIC: Corporate Document for Visual question Answering0
Chain of Thought Prompt Tuning in Vision Language Models0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents0
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations0
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language0
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions0
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering0
Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder0
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA0
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space0
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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