SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 13761400 of 2177 papers

TitleStatusHype
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input0
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck0
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible AdapterCode0
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories0
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent0
Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP TrainingCode0
Visual Question Answering (VQA) on Images with Superimposed Text0
A Survey of Vision-Language Pre-training from the Lens of Multimodal Machine Translation0
Knowledge Detection by Relevant Question and Image Attributes in Visual Question Answering0
Diversifying Joint Vision-Language Tokenization Learning0
Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes0
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing0
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data0
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training0
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA0
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge0
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa LanguageCode0
Modularized Zero-shot VQA with Pre-trained ModelsCode0
Zero-shot Visual Question Answering with Language Model FeedbackCode0
Mindstorms in Natural Language-Based Societies of Mind0
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions0
Measuring Faithful and Plausible Visual Grounding in VQACode0
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought0
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering0
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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