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Visual Question Answering

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Showing 1281–1290 of 2177 papers

TitleStatusHype
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering—0
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification—0
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering—0
MGA-VQA: Multi-Granularity Alignment for Visual Question Answering—0
MIMOQA: Multimodal Input Multimodal Output Question Answering—0
MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis—0
Mindstorms in Natural Language-Based Societies of Mind—0
Mitigating Hallucination in Visual-Language Models via Re-Balancing Contrastive Decoding—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