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Visual Question Answering

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Papers

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Showing 161–170 of 2177 papers

TitleStatusHype
A Simple Aerial Detection Baseline of Multimodal Language ModelsCode2
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous DrivingCode2
LLMGA: Multimodal Large Language Model based Generation AssistantCode2
LOVA3: Learning to Visual Question Answering, Asking and AssessmentCode2
Imp: Highly Capable Large Multimodal Models for Mobile DevicesCode2
Grounding-IQA: Multimodal Language Grounding Model for Image Quality AssessmentCode2
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language ModelsCode2
A Survey on Benchmarks of Multimodal Large Language ModelsCode2
ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal ModelsCode2
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image AnalysisCode2
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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