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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 541–550 of 2177 papers

Title	Date	Tasks	Status	Hype
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding	Apr 26, 2021	Generalized Referring Expression ComprehensionPhrase Grounding	CodeCode Available	1
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering	Apr 20, 2021	Graph Neural NetworkGraph Question Answering	CodeCode Available	1
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering	Apr 7, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1
MMBERT: Multimodal BERT Pretraining for Improved Medical VQA	Apr 3, 2021	Language ModelingLanguage Modelling	CodeCode Available	1
VisQA: X-raying Vision and Language Reasoning in Transformers	Apr 2, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1
Are Bias Mitigation Techniques for Deep Learning Effective?	Apr 1, 2021	Deep LearningQuestion Answering	CodeCode Available	1
Towards General Purpose Vision Systems	Apr 1, 2021	Question AnsweringVisual Question Answering	CodeCode Available	1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers	Mar 29, 2021	DecoderImage Segmentation	CodeCode Available	1
Multi-Modal Answer Validation for Knowledge-Based VQA	Mar 23, 2021	Question AnsweringRetrieval	CodeCode Available	1
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer	Feb 18, 2021	DecoderDocument Image Classification	CodeCode Available	1

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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