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Visual Question Answering

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Showing 481–490 of 2177 papers

TitleStatusHype
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital EnvironmentsCode0
Core Tokensets for Data-efficient Sequential Training of TransformersCode0
ActiView: Evaluating Active Perception Ability for Multimodal Large Language ModelsCode1
MM-R^3: On (In-)Consistency of Multi-modal Large Language Models (MLLMs)—0
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks—0
MC-CoT: A Modular Collaborative CoT Framework for Zero-shot Medical-VQA with LLM and MLLM IntegrationCode1
Gamified crowd-sourcing of high-quality data for visual fine-tuning—0
TUBench: Benchmarking Large Vision-Language Models on Trustworthiness with Unanswerable QuestionsCode0
Backdooring Vision-Language Models with Out-Of-Distribution Data—0
Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities—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