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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1591–1600 of 2177 papers

Title	Date	Tasks	Status	Hype
Multimodal Few-Shot Learning with Frozen Language Models	Jun 25, 2021	Few-Shot LearningLanguage Modeling	—Unverified	0
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training	Jun 25, 2021	Image-text RetrievalQuestion Answering	—Unverified	0
A Picture May Be Worth a Hundred Words for Visual Question Answering	Jun 25, 2021	Data AugmentationDescriptive	—Unverified	0
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing	Jun 19, 2021	BenchmarkingDNN Testing	CodeCode Available	1
Predicting Human Scanpaths in Visual Question Answering	Jun 19, 2021	Deep Reinforcement LearningQuestion Answering	CodeCode Available	1
RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words	Jun 19, 2021	DecoderImage Captioning	CodeCode Available	1
VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis	Jun 19, 2021	Question AnsweringVisual Question Answering	—Unverified	0
Probing Image-Language Transformers for Verb Understanding	Jun 16, 2021	Image RetrievalQuestion Answering	CodeCode Available	1
How Modular Should Neural Module Networks Be for Systematic Generalization?	Jun 15, 2021	Question AnsweringSystematic Generalization	CodeCode Available	0
NAAQA: A Neural Architecture for Acoustic Question Answering	Jun 11, 2021	Acoustic Question AnsweringQuestion 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