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Showing 291–300 of 2177 papers

Title	Date	Tasks	Status	Hype
Dual Diffusion for Unified Image Generation and Understanding	Dec 31, 2024	Image GenerationLanguage Modeling	CodeCode Available	2
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models	Dec 31, 2024	Multiple-choiceQuestion Answering	CodeCode Available	0
UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models	Dec 30, 2024	Question AnsweringScene Classification	CodeCode Available	0
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering	Dec 30, 2024	Image CaptioningObject Recognition	—Unverified	0
HALLUCINOGEN: A Benchmark for Evaluating Object Hallucination in Large Visual-Language Models	Dec 29, 2024	HallucinationObject	CodeCode Available	0
ErgoChat: a Visual Query System for the Ergonomic Risk Assessment of Construction Workers	Dec 27, 2024	Image CaptioningQuestion Answering	—Unverified	0
LININ: Logic Integrated Neural Inference Network for Explanatory Visual Question Answering	Dec 24, 2024	Explanatory Visual Question AnsweringMultimodal Reasoning	CodeCode Available	0
TextMatch: Enhancing Image-Text Consistency Through Multimodal Optimization	Dec 24, 2024	In-Context LearningQuestion Answering	—Unverified	0
Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering	Dec 24, 2024	Question AnsweringVisual Question Answering	—Unverified	0
Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective	Dec 23, 2024	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