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Showing 2101–2110 of 2177 papers

Title	Date	Tasks	Status	Hype
How Modular Should Neural Module Networks Be for Systematic Generalization?	Jun 15, 2021	Question AnsweringSystematic Generalization	CodeCode Available	0
Targeted Visual Prompting for Medical Visual Question Answering	Aug 6, 2024	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	0
Self Supervision for Attention Networks	Jan 6, 2021	image-classificationImage Classification	CodeCode Available	0
VQA Therapy: Exploring Answer Differences by Visually Grounding Answers	Aug 21, 2023	Question AnsweringVisual Question Answering	CodeCode Available	0
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models	Mar 20, 2025	DiagnosticMedical Image Analysis	CodeCode Available	0
Semantically Equivalent Adversarial Rules for Debugging NLP models	Jul 1, 2018	Data AugmentationQuestion Answering	CodeCode Available	0
Alignment Attention by Matching Key and Query Distributions	Oct 25, 2021	Graph AttentionQuestion Answering	CodeCode Available	0
UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models	Oct 17, 2023	AttributeQuestion Answering	CodeCode Available	0
Deep Modular Co-Attention Networks for Visual Question Answering	Jun 25, 2019	Question AnsweringVisual Question Answering	CodeCode Available	0
High-Order Attention Models for Visual Question Answering	Nov 12, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified