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Visual Question Answering

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Showing 1561–1570 of 2177 papers

TitleStatusHype
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation—0
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question AnsweringCode1
TxT: Crossmodal End-to-End Learning with Transformers—0
Improved RAMEN: Towards Domain Generalization for Visual Question AnsweringCode0
Weakly Supervised Relative Spatial Reasoning for Visual Question AnsweringCode0
WebQA: Multihop and Multimodal QACode1
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering—0
Auto-Parsing Network for Image Captioning and Visual Question Answering—0
SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionCode1
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling—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