SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1051–1075 of 2177 papers

TitleStatusHype
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making—0
Learning Sparsity for Effective and Efficient Music Performance Question Answering—0
Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering—0
Learning Sparse Mixture of Experts for Visual Question Answering—0
Learning Rich Image Region Representation for Visual Question Answering—0
Bridge Damage Cause Estimation Using Multiple Images Based on Visual Question Answering—0
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues—0
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering—0
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models—0
Breaking Neural Network Scaling Laws with Modularity—0
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback—0
Breaking Down Questions for Outside-Knowledge Visual Question Answering—0
Answer-Type Prediction for Visual Question Answering—0
Adversarial Representation Learning for Text-to-Image Matching—0
Learning Compositional Representation for Few-shot Visual Question Answering—0
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision—0
Learning by Asking Questions—0
Learning Answer Embeddings for Visual Question Answering—0
LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering—0
Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness—0
Breaking Down Questions for Outside-Knowledge VQA—0
LAVIS: A Library for Language-Vision Intelligence—0
LaVida Drive: Vision-Text Interaction VLM for Autonomous Driving with Token Selection, Recovery and Enhancement—0
Domain-robust VQA with diverse datasets and methods but no target labels—0
Latent Variable Models for Visual Question Answering—0
Show:102550
← PrevPage 43 of 88Next →
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