SOTAVerified

Visual Question Answering

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Papers

Showing 18011825 of 2177 papers

TitleStatusHype
Assisting Scene Graph Generation with Self-Supervision0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision0
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder0
Applying recent advances in Visual Question Answering to Record LinkageCode0
Image Captioning with Compositional Neural Module Networks0
IQ-VQA: Intelligent Visual Question AnsweringCode0
Visual Question Answering as a Multi-Task Problem0
Eliminating Catastrophic Interference with Biased Competition0
The Impact of Explanations on AI Competency Prediction in VQA0
Scene Graph Reasoning for Visual Question Answering0
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering0
Towards Visual Dialog for Radiology0
Multimodal Neural Graph Memory Networks for Visual Question Answering0
Improving VQA and its Explanations \\ by Comparing Competing Explanations0
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering0
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"0
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering0
ORD: Object Relationship Discovery for Visual Dialogue Generation0
Exploring Weaknesses of VQA Models through Attribution Driven Insights0
Estimating semantic structure for the VQA answer space0
Counterfactual Vision and Language Learning0
Multimodal grid features and cell pointers for Scene Text Visual Question Answering0
TA-Student VQA: Multi-Agents Training by Self-Questioning0
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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