SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1351–1400 of 2177 papers

TitleStatusHype
Question-Driven Graph Fusion Network For Visual Question Answering—0
Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding—0
Question-Guided Hybrid Convolution for Visual Question Answering—0
Question Guided Modular Routing Networks for Visual Question Answering—0
Question-Led Semantic Structure Enhanced Attentions for VQA—0
Question Modifiers in Visual Question Answering—0
Question Relevance in Visual Question Answering—0
Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions—0
Question Type Guided Attention in Visual Question Answering—0
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning—0
Ranked from Within: Ranking Large Multimodal Models for Visual Question Answering Without Labels—0
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing—0
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling—0
Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI—0
Reasoning Over History: Context Aware Visual Dialog—0
Recent, rapid advancement in visual question answering architecture: a review—0
Reciprocal Attention Fusion for Visual Question Answering—0
Recurrent and Contextual Models for Visual Question Answering—0
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts—0
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder—0
Regularizing Attention Networks for Anomaly Detection in Visual Question Answering—0
ReLoop: "Seeing Twice and Thinking Backwards" via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding—0
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment—0
Rephrasing visual questions by specifying the entropy of the answer distribution—0
Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks—0
Representing Movie Characters in Dialogues—0
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering"—0
RepsNet: Combining Vision with Language for Automated Medical Reports—0
RescueADI: Adaptive Disaster Interpretation in Remote Sensing Images with Autonomous Agents—0
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization—0
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
VrR-VG: Refocusing Visually-Relevant Relationships—0
Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering—0
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines—0
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models—0
Retrieving Visual Facts For Few-Shot Visual Question Answering—0
Reusable Slotwise Mechanisms—0
Revisiting Multi-Modal LLM Evaluation—0
ReWind: Understanding Long Videos with Instructed Learnable Memory—0
ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding—0
RL-CSDia: Representation Learning of Computer Science Diagrams—0
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest—0
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases—0
Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets—0
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis—0
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation—0
Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization—0
Robustness Analysis of Visual QA Models by Basic Questions—0
Robusto-1 Dataset: Comparing Humans and VLMs on real out-of-distribution Autonomous Driving VQA from Peru—0
Robust Visual Question Answering: Datasets, Methods, and Future Challenges—0
Show:102550
← PrevPage 28 of 44Next →
All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified