SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 14011425 of 2177 papers

TitleStatusHype
Curriculum Script Distillation for Multilingual Visual Question Answering0
ParsVQA-Caps: A Benchmark for Visual Question Answering and Image Captioning in Persian0
Curriculum Learning for Compositional Visual Reasoning0
Patch-level Sounding Object Tracking for Audio-Visual Question Answering0
A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions0
Pathological Visual Question Answering0
Curriculum Learning Effectively Improves Low Data VQA0
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning0
PAT: Parallel Attention Transformer for Visual Question Answering in Vietnamese0
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models0
CS-VQA: Visual Question Answering with Compressively Sensed Images0
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization0
A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop0
Performance Analysis of Traditional VQA Models Under Limited Computational Resources0
Parameter Efficient Reinforcement Learning from Human Feedback0
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models0
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly0
Physically Grounded Vision-Language Models for Robotic Manipulation0
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals0
Cross-Modal Retrieval Augmentation for Multi-Modal Classification0
Why Does a Visual Question Have Different Answers?0
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs0
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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