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Visual Question Answering

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Showing 761–770 of 2177 papers

TitleStatusHype
Curriculum Learning for Compositional Visual Reasoning—0
Curriculum Learning Effectively Improves Low Data VQA—0
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation—0
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering—0
Interactive Visual Task Learning for Robots—0
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning—0
Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses—0
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering—0
CS-VQA: Visual Question Answering with Compressively Sensed Images—0
Balancing Performance and Efficiency in Zero-shot Robotic Navigation—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