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Showing 1341–1350 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval	May 10, 2025	Cross-Modal RetrievalQuestion Answering	—Unverified	0	0
Deep learning evaluation using deep linguistic processing	Jun 5, 2017	Deep LearningMultimodal Deep Learning	—Unverified	0	0
Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities	Oct 2, 2024	Question AnsweringVisual Question Answering	—Unverified	0	0
Deep Exemplar Networks for VQA and VQG	Dec 19, 2019	DecoderQuestion Answering	—Unverified	0	0
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks	Apr 2, 2017	Multi-Task LearningQuestion Answering	—Unverified	0	0
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization	May 24, 2022	DescriptiveImage Captioning	—Unverified	0	0
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities	Sep 17, 2024	cross-modal alignmentQuestion Answering	—Unverified	0	0
Deep Bayesian Active Learning for Multiple Correct Outputs	Dec 2, 2019	Active LearningAnswer Generation	—Unverified	0	0
Deep Attention Neural Tensor Network for Visual Question Answering	Sep 1, 2018	Deep AttentionQuestion Answering	—Unverified	0	0
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering	Nov 4, 2024	Continual LearningQuestion Answering	—Unverified	0	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