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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1701–1710 of 2177 papers

Title	Date	Tasks	Status	Hype
Multimodal Graph Networks for Compositional Generalization in Visual Question Answering	Dec 1, 2020	Graph Neural NetworkQuestion Answering	—Unverified	0
Point and Ask: Incorporating Pointing into Visual Question Answering	Nov 27, 2020	Question AnsweringVisual Question Answering	CodeCode Available	1
Learning from Lexical Perturbations for Consistent Visual Question Answering	Nov 26, 2020	Question AnsweringVisual Question Answering	CodeCode Available	0
Siamese Tracking with Lingual Object Constraints	Nov 23, 2020	ObjectObject Tracking	CodeCode Available	0
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention	Nov 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Modular Graph Attention Network for Complex Visual Relational Reasoning	Nov 22, 2020	Graph AttentionQuestion Answering	—Unverified	0
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering	Nov 21, 2020	Answer GenerationQuestion Answering	CodeCode Available	1
Logically Consistent Loss for Visual Question Answering	Nov 19, 2020	Multi-Task LearningQuestion Answering	—Unverified	0
Generating Natural Questions from Images for Multimodal Assistants	Nov 17, 2020	Common Sense ReasoningNatural Questions	—Unverified	0
CapWAP: Captioning with a Purpose	Nov 9, 2020	Image CaptioningQuestion Answering	—Unverified	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