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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2041–2050 of 2177 papers

Title	Date	Tasks	Status	Hype
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering	Dec 19, 2023	Image RetrievalQuestion Answering	CodeCode Available	0
Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis	Feb 11, 2023	Image-text RetrievalKnowledge Graphs	CodeCode Available	0
Instruction Makes a Difference	Feb 1, 2024	HallucinationInstruction Following	CodeCode Available	0
Routing Networks and the Challenges of Modular and Compositional Computation	Apr 29, 2019	Language ModelingLanguage Modelling	CodeCode Available	0
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering	Oct 19, 2023	Image CaptioningQuestion Answering	CodeCode Available	0
Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs	Oct 26, 2023	AttributeMachine Translation	CodeCode Available	0
Did the Model Understand the Question?	May 14, 2018	modelQuestion Answering	CodeCode Available	0
Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model	Jun 15, 2024	Question AnsweringVideo Understanding	CodeCode Available	0
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question Prompts	Nov 15, 2023	Question AnsweringSentence	CodeCode Available	0
Improving the Cross-Lingual Generalisation in Visual Question Answering	Sep 7, 2022	Cross-Lingual TransferQuestion 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