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Visual Question Answering

MLLM Leaderboard

Papers

Showing 10261050 of 2177 papers

TitleStatusHype
Logical Implications for Visual Question Answering ConsistencyCode0
Locally Smoothed Neural NetworksCode0
Dynamic Memory Networks for Visual and Textual Question AnsweringCode0
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question AnsweringCode0
LLaVA-OneVision: Easy Visual Task TransferCode0
Learning Visual Question Answering by Bootstrapping Hard AttentionCode0
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic SurgeryCode0
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance ViewCode0
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar InstancesCode0
Siamese Tracking with Lingual Object ConstraintsCode0
Learning Visual Knowledge Memory Networks for Visual Question Answering0
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering0
Learning to Specialize with Knowledge Distillation for Visual Question Answering0
Learning to Select Question-Relevant Relations for Visual Question Answering0
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering0
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks0
Learning to Recognize the Unseen Visual Predicates0
Neural Reasoning, Fast and Slow, for Video Question Answering0
DUBLIN -- Document Understanding By Language-Image Network0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
Learning to Disambiguate by Asking Discriminative Questions0
Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering0
Learning to Compose Diversified Prompts for Image Emotion Classification0
DualNet: Domain-Invariant Network for Visual Question Answering0
Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets0
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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