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Visual Question Answering

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Papers

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Showing 2101–2125 of 2177 papers

TitleStatusHype
Language bias in Visual Question Answering: A Survey and Taxonomy—0
Language Features Matter: Effective Language Representations for Vision-Language Tasks—0
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing—0
Language-Image Models with 3D Understanding—0
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering—0
Language Is Not All You Need: Aligning Perception with Language Models—0
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts—0
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities—0
From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models—0
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration—0
Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis—0
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation—0
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data—0
freePruner: A Training-free Approach for Large Multimodal Model Acceleration—0
Free Form Medical Visual Question Answering in Radiology—0
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption—0
Large Scale Scene Text Verification with Guided Attention—0
Large Vision-Language Models for Remote Sensing Visual Question Answering—0
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models—0
Latent Variable Models for Visual Question Answering—0
Fooling Vision and Language Models Despite Localization and Attention Mechanism—0
LaVida Drive: Vision-Text Interaction VLM for Autonomous Driving with Token Selection, Recovery and Enhancement—0
LAVIS: A Library for Language-Vision Intelligence—0
VALSE: A Task-Independent Benchmark for Vision and Language Models centered on Linguistic Phenomena—0
Answer-Me: Multi-Task Open-Vocabulary 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