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Visual Question Answering

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Showing 631–640 of 2177 papers

TitleStatusHype
AntiGrounding: Lifting Robotic Actions into VLM Representation Space for Decision Making—0
Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems—0
DualNet: Domain-Invariant Network for Visual Question Answering—0
Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets—0
HAMMR: HierArchical MultiModal React agents for generic VQA—0
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning—0
Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering—0
Bridge Damage Cause Estimation Using Multiple Images Based on Visual Question Answering—0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning—0
Breaking Neural Network Scaling Laws with Modularity—0
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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