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Visual Question Answering

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Papers

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Showing 1301–1310 of 2177 papers

TitleStatusHype
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants—0
OVQA: A Clinically Generated Visual Question Answering Dataset—0
OWLViz: An Open-World Benchmark for Visual Question Answering—0
PaLI: A Jointly-Scaled Multilingual Language-Image Model—0
PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter—0
PAM: Understanding Product Images in Cross Product Category Attribute Extraction—0
ParsVQA-Caps: A Benchmark for Visual Question Answering and Image Captioning in Persian—0
Patch-level Sounding Object Tracking for Audio-Visual Question Answering—0
Pathological Visual Question Answering—0
PAT: Parallel Attention Transformer for Visual Question Answering in Vietnamese—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