Leaderboards/Multimodal Machine Learning Applications

Multimodal Machine Learning Applications

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Sixiao Zheng
Fudan University
2
Xinlei Chen
Nanjing University of Information Science and Technology
3
Xiaohan Ding
Tsinghua University
4
Ze Liu
University of Science and Technology of China
5
Matthias Delange
Unknown
6
Haotian Liu
Northeast Agricultural University
7
Ning Ding
Tsinghua University
8
Lukas Hoyer
ETH Zurich
9
Nelson F. Liu
AstraZeneca (United States)
10
Xiangli Yang
Zhengzhou University

Rising Stars Papers

1
Improved Baselines with Visual Instruction Tuning
Unknown Journal|2024
1.2k cit.
2
Lost in the Middle: How Language Models Use Long Contexts
Transactions of the Association for Computational Linguistics|2024
921 cit.
3
Effect of flaxseed-derived diglyceride-based high internal phase Pickering emulsion on the quality characteristics of reformulated beef burgers
Meat Science|2024
20 cit.
4
Synergistic Effects of Ultrasound and pH-Shifting on the Solubility and Emulsification Properties of Peanut Protein
Foods|2025
16 cit.
5
Cadmium exposure induces inflammation, oxidative stress and DNA damage in HUVEC and promotes THP-1 adhesion: A possible mechanism on the formation of atherosclerotic plaque
Toxicology|2025
11 cit.
6
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
Proceedings of the AAAI Conference on Artificial Intelligence|2025
7 cit.
7
Minimally Distorted Adversarial Images with a Step-Adaptive Iterative Fast Gradient Sign Method
AI|2024
4 cit.
8
Synthesis of N-doped activated carbon with ultra-microporous and the capacity to store hydrogen
BioResources|2024
3 cit.
9
Research on intelligent diagnosis of multi-modal piston axis wear state based on FMD and resnet-CBAM-TCN spatio-temporal architecture
Engineering Research Express|2025
3 cit.
10
Ionic strength effects on rheology, microstructure, and properties of diacylglycerol-based high internal phase Pickering emulsion-myofibrillar protein gels
Food Chemistry|2025
3 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Ziwei Liu
Nanyang Technological University
2
I-Hau Yeh
ELAN Microelectronics (Taiwan)
3
Samuel Bowman
West Virginia University
4
Kaiming He
Guangdong Academy of Medical Sciences
5
Antoine Bordes
Hospital Universitari Joan XXIII de Tarragona
6
Richard Socher
Princeton University
7
Lucas Beyer
HTWG Hochschule Konstanz - Technik, Wirtschaft und Gestaltung
8
Amit Agrawal
ITM University
9
Fahad Shahbaz Khan
Mohamed bin Zayed University of Artificial Intelligence
10
Xuelong Li
China Telecom (China)

Emerging Leaders Papers

1
Learning to Prompt for Vision-Language Models
International Journal of Computer Vision|2022
2.7k cit.
2
Conditional Prompt Learning for Vision-Language Models
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.5k cit.
3
Scaling Vision Transformers
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
786 cit.
4
MaPLe: Multi-modal Prompt Learning
Unknown Journal|2023
739 cit.
5
Sigmoid Loss for Language Image Pre-Training
Unknown Journal|2023
634 cit.
6
Generalized Out-of-Distribution Detection: A Survey
International Journal of Computer Vision|2024
422 cit.
7
Transformers in Remote Sensing: A Survey
Remote Sensing|2023
372 cit.
8
UNETR++: Delving Into Efficient and Accurate 3D Medical Image Segmentation
IEEE Transactions on Medical Imaging|2024
362 cit.
9
LiT: Zero-Shot Transfer with Locked-image text Tuning
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
352 cit.
10
Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
Unknown Journal|2024
298 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Li Fei-Fei
Princeton University
2
Dhruv Batra
Georgia Institute of Technology
3
Trevor Darrell
Berkeley College
4
Ali Farhadi
Carolina Urology Partners
5
Jian Sun
University of Macau
6
Andrew Zisserman
University of Oxford
7
Christopher D. Manning
Stanford University
8
Jiaya Jia
Chinese University of Hong Kong
9
Ross Girshick
Allen Institute
10
Kate Saenko
International Computer Science Institute

Current Senior Leaders Papers

1
Very Deep Convolutional Networks for Large-Scale Image Recognition
arXiv (Cornell University)|2014
75.5k cit.
2
ImageNet: A large-scale hierarchical image database
2009 IEEE Conference on Computer Vision and Pattern Recognition|2009
61.8k cit.
3
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence|2016
54.2k cit.
4
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision|2015
40.2k cit.
5
Glove: Global Vectors for Word Representation
Unknown Journal|2014
33.8k cit.
6
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Unknown Journal|2014
31.8k cit.
7
Fast R-CNN
Unknown Journal|2015
27.9k cit.
8
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
Unknown Journal|2017
21.6k cit.
9
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision|2009
19.5k cit.
10
YOLO9000: Better, Faster, Stronger
Unknown Journal|2017
19k cit.

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