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Visual Question Answering

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Papers

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Showing 1181–1190 of 2177 papers

TitleStatusHype
Jaeger: A Concatenation-Based Multi-Transformer VQA Model—0
JEEM: Vision-Language Understanding in Four Arabic Dialects—0
Joint learning of object graph and relation graph for visual question answering—0
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention—0
JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems—0
`Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks—0
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration—0
Kernel Pooling for Convolutional Neural Networks—0
Generating and Evaluating Explanations of Attended and Error-Inducing Input Regions for VQA Models—0
Knowing Where to Look? Analysis on Attention of Visual Question Answering System—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