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Visual Question Answering

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Papers

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Showing 1241–1250 of 2177 papers

TitleStatusHype
VQA with Cascade of Self- and Co-Attention Blocks—0
Language Is Not All You Need: Aligning Perception with Language Models—0
Medical visual question answering using joint self-supervised learning—0
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?Code1
EVJVQA Challenge: Multilingual Visual Question Answering—0
VinVL+L: Enriching Visual Representation with Location Context in VQACode0
Reusable Slotwise Mechanisms—0
Few-shot Multimodal Multitask Multilingual Learning—0
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning—0
Bridge Damage Cause Estimation Using Multiple Images Based on 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