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Showing 501–510 of 2177 papers

Title	Date	Tasks	Status	Hype
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context	Sep 27, 2024	Image CaptioningQuestion Answering	—Unverified	0
Emu3: Next-Token Prediction is All You Need	Sep 27, 2024	All	CodeCode Available	3
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE	Sep 26, 2024	image-classificationImage Classification	CodeCode Available	1
DARE: Diverse Visual Question Answering with Robustness Evaluation	Sep 26, 2024	image-classificationImage Classification	—Unverified	0
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue	Sep 26, 2024	Medical Visual Question AnsweringQuestion Answering	—Unverified	0
Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization	Sep 26, 2024	Image to textImage-to-Text Retrieval	—Unverified	0
A Unified Hallucination Mitigation Framework for Large Vision-Language Models	Sep 24, 2024	HallucinationQuestion Answering	CodeCode Available	0
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models	Sep 23, 2024	Medical Visual Question AnsweringQuestion Answering	CodeCode Available	1
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation	Sep 23, 2024	Multiple-choiceQuestion Answering	—Unverified	0
Phantom of Latent for Large Language and Vision Models	Sep 23, 2024	Visual Question Answering	CodeCode Available	2

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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