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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 181–190 of 2177 papers

Title	Date	Tasks	Status	Hype
TruthLens:A Training-Free Paradigm for DeepFake Detection	Mar 19, 2025	Binary ClassificationDeepFake Detection	—Unverified	0
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding	Mar 18, 2025	document understandingQuestion Answering	CodeCode Available	0
Where do Large Vision-Language Models Look at when Answering Questions?	Mar 18, 2025	Question AnsweringVisual Question Answering	CodeCode Available	2
NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models	Mar 17, 2025	Question AnsweringScene Understanding	CodeCode Available	1
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference	Mar 17, 2025	Feature CompressionImage Compression	—Unverified	0
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration	Mar 17, 2025	DenoisingQuestion Answering	—Unverified	0
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research	Mar 17, 2025	ArticlesBenchmarking	CodeCode Available	1
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing	Mar 16, 2025	Change DetectionImage Captioning	—Unverified	0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models	Mar 16, 2025	Machine UnlearningPrivacy Preserving	—Unverified	0
T2I-FineEval: Fine-Grained Compositional Metric for Text-to-Image Evaluation	Mar 14, 2025	AttributeQuestion 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