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Visual Question Answering

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Showing 681–690 of 2177 papers

TitleStatusHype
Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera—0
VQA Training Sets are Self-play Environments for Generating Few-shot Pools—0
Enhancing Large Vision Language Models with Self-Training on Image ComprehensionCode2
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQACode1
Instruction-Guided Visual MaskingCode1
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals—0
Reverse Image Retrieval Cues Parametric Memory in Multimodal LLMsCode1
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification—0
Evaluating Zero-Shot GPT-4V Performance on 3D Visual Question Answering Benchmarks—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