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Visual Question Answering

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Showing 1161–1170 of 2177 papers

TitleStatusHype
Enforcing Reasoning in Visual Commonsense Reasoning—0
End-to-End Vision Tokenizer Tuning—0
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories—0
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation—0
Where is this coming from? Making groundedness count in the evaluation of Document VQA models—0
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation—0
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding—0
EmoAssist: Emotional Assistant for Visual Impairment Community—0
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy—0
Data-augmented phrase-level alignment for mitigating object hallucination—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