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Visual Question Answering

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Showing 891–900 of 2177 papers

TitleStatusHype
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning—0
Free Form Medical Visual Question Answering in Radiology—0
Small Language Model Meets with Reinforced Vision Vocabulary—0
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities—0
Q&A Prompts: Discovering Rich Visual Clues through Mining Question-Answer Prompts for VQA requiring Diverse World KnowledgeCode1
Veagle: Advancements in Multimodal Representation LearningCode1
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic SegmentationCode1
COCO is "ALL'' You Need for Visual Instruction Fine-tuning—0
Uncovering the Full Potential of Visual Grounding Methods in VQACode0
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining—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