SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 15511575 of 2177 papers

TitleStatusHype
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models0
Retrieving Visual Facts For Few-Shot Visual Question Answering0
Reusable Slotwise Mechanisms0
Visual Question Answering in the Medical Domain0
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads0
Visual Question Answering on 360° Images0
Revisiting Multi-Modal LLM Evaluation0
Visual Question Answering on Image Sets0
ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla0
ReWind: Understanding Long Videos with Instructed Learnable Memory0
Visual Question Answering on Multiple Remote Sensing Image Modalities0
ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding0
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering0
CHIC: Corporate Document for Visual question Answering0
RL-CSDia: Representation Learning of Computer Science Diagrams0
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations0
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest0
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases0
Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets0
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis0
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation0
Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization0
Visual Question Answering Using Semantic Information from Image Descriptions0
Characterizing Misclassifications of Deep NLP Models0
Robustness Analysis of Visual QA Models by Basic Questions0
Show:102550
← PrevPage 63 of 88Next →

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