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Showing 321–330 of 2177 papers

Title	Date	Tasks	Status	Hype
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding	Dec 13, 2024	Chart UnderstandingMixture-of-Experts	CodeCode Available	9
VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation	Dec 13, 2024	Instruction FollowingQuestion Answering	—Unverified	0
ViUniT: Visual Unit Tests for More Robust Visual Programming	Dec 12, 2024	Image GenerationImage-text matching	—Unverified	0
Doe-1: Closed-Loop Autonomous Driving with Large World Model	Dec 12, 2024	Autonomous DrivingDecision Making	CodeCode Available	2
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition	Dec 12, 2024	EgoSchema	CodeCode Available	3
Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine	Dec 12, 2024	Language ModelingLanguage Modelling	CodeCode Available	2
A Multimodal Social Agent	Dec 11, 2024	Common Sense ReasoningDecision Making	—Unverified	0
Illusory VQA: Benchmarking and Enhancing Multimodal Models on Visual Illusions	Dec 11, 2024	BenchmarkingQuestion Answering	CodeCode Available	0
Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering	Dec 11, 2024	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	CodeCode Available	0
Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses	Dec 11, 2024	Image-text RetrievalQuestion 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