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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2071–2080 of 2177 papers

Title	Date	Tasks	Status	Hype
Scene Graph Prediction with Limited Labels	Apr 25, 2019	Knowledge Base CompletionPrediction	CodeCode Available	0
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering	Dec 16, 2024	In-Context LearningInstruction Following	CodeCode Available	0
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning	Jun 11, 2024	BenchmarkingContrastive Learning	CodeCode Available	0
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning	Mar 14, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0
ILLUME: Rationalizing Vision-Language Models through Human Interactions	Aug 17, 2022	Image CaptioningQuestion Answering	CodeCode Available	0
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference	Feb 25, 2025	Question AnsweringRAG	CodeCode Available	0
IIU: Independent Inference Units for Knowledge-based Visual Question Answering	Aug 15, 2024	Question AnsweringVisual Question Answering	CodeCode Available	0
Traveling Across Languages: Benchmarking Cross-Lingual Consistency in Multimodal LLMs	May 21, 2025	BenchmarkingQuestion Answering	CodeCode Available	0
Visually Dehallucinative Instruction Generation	Feb 13, 2024	HallucinationLanguage Modeling	CodeCode Available	0
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering	Feb 16, 2024	Question AnsweringTriplet	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