SOTAVerified

Visual Question Answering

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Papers

Showing 18761900 of 2177 papers

TitleStatusHype
Temporal Reasoning via Audio Question AnsweringCode0
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA0
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual DialogueCode0
Question-Conditioned Counterfactual Image Generation for VQA0
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation0
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications0
Are we asking the right questions in MovieQA?0
Representing Movie Characters in Dialogues0
YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension0
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning BaselinesCode0
Learning Rich Image Region Representation for Visual Question Answering0
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning0
Enforcing Reasoning in Visual Commonsense Reasoning0
Neural Memory Plasticity for Anomaly Detection0
Multi-modal Deep Analysis for Multimedia0
Modulated Self-attention Convolutional Network for VQA0
REMIND Your Neural Network to Prevent Catastrophic ForgettingCode0
SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering0
From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason0
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints0
Compact Trilinear Interaction for Visual Question AnsweringCode0
Why Does the VQA Model Answer No?: Improving Reasoning through Visual and Linguistic Inference0
On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints0
Learning to Recognize the Unseen Visual Predicates0
UNITER: Learning UNiversal Image-TExt Representations0
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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