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Visual Question Answering

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Showing 1341–1350 of 2177 papers

TitleStatusHype
Continual VQA for Disaster Response SystemsCode0
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar InstancesCode0
LAVIS: A Library for Language-Vision Intelligence—0
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering—0
MUST-VQA: MUltilingual Scene-text VQA—0
PaLI: A Jointly-Scaled Multilingual Language-Image Model—0
PreSTU: Pre-Training for Scene-Text Understanding—0
MaXM: Towards Multilingual Visual Question AnsweringCode1
Pre-training image-language transformers for open-vocabulary tasks—0
Improving the Cross-Lingual Generalisation in Visual Question AnsweringCode0
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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