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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 171–180 of 2177 papers

Title	Date	Tasks	Status	Hype
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning	May 11, 2023	1 Image, 2*2 StitchingDiversity	CodeCode Available	2
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving	Dec 19, 2024	Autonomous DrivingBenchmarking	CodeCode Available	2
Imp: Highly Capable Large Multimodal Models for Mobile Devices	May 20, 2024	QuantizationVisual Question Answering	CodeCode Available	2
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs	Apr 25, 2024	Visual GroundingVisual Question Answering	CodeCode Available	2
LLMGA: Multimodal Large Language Model based Generation Assistant	Nov 27, 2023	Image GenerationLanguage Modeling	CodeCode Available	2
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios	Mar 7, 2024	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	CodeCode Available	2
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering	Nov 25, 2024	Question AnsweringVisual Question Answering	CodeCode Available	2
Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models	Mar 19, 2024	Instruction Followingvisual instruction following	CodeCode Available	2
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest	Jul 7, 2023	AttributeCommon Sense Reasoning	CodeCode Available	2
Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment	Nov 26, 2024	Image Quality AssessmentQuestion 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