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Visual Question Answering

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Papers

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Showing 2131–2140 of 2177 papers

TitleStatusHype
A Novel Framework for Robustness Analysis of Visual QA Models—0
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision—0
Learning Compositional Representation for Few-shot Visual Question Answering—0
Variational Disentangled Attention for Regularized Visual Dialog—0
Variational Visual Question Answering—0
A Novel Attention-based Aggregation Function to Combine Vision and Language—0
FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering—0
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images—0
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models—0
Learning Models for Actions and Person-Object Interactions with Transfer to 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