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Visual Question Answering

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Papers

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Showing 1241–1250 of 2177 papers

TitleStatusHype
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing—0
利用图像描述与知识图谱增强表示的视觉问答(Exploiting Image Captions and External Knowledge as Representation Enhancement for Visual Question Answering)—0
LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning—0
LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding—0
LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound—0
LMME3DHF: Benchmarking and Evaluating Multimodal 3D Human Face Generation with LMMs—0
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling—0
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA—0
Logically Consistent Loss for Visual Question Answering—0
LOIS: Looking Out of Instance Semantics for Visual Question Answering—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