SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 12261250 of 2177 papers

TitleStatusHype
Learning Visual Knowledge Memory Networks for Visual Question Answering0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision0
Lego: Learning to Disentangle and Invert Personalized Concepts Beyond Object Appearance in Text-to-Image Diffusion Models0
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?0
Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model0
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation0
Leveraging Medical Visual Question Answering with Supporting Facts0
Leveraging Visual Question Answering for Image-Caption Ranking0
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis0
Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models0
Lightweight In-Context Tuning for Multimodal Unified Models0
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning0
LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation0
Linguistically Driven Graph Capsule Network for Visual Question Reasoning0
Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering0
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing0
利用图像描述与知识图谱增强表示的视觉问答(Exploiting Image Captions and External Knowledge as Representation Enhancement for Visual Question Answering)0
LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning0
LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding0
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound0
LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs0
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling0
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA0
Logically Consistent Loss for Visual Question Answering0
LOIS: Looking Out of Instance Semantics for 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