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Visual Question Answering

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Papers

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Showing 1051–1060 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
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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