Recent papers on Deep Learning Model Evaluation

Sorted by publication year (newest first) via OpenAlex. List regenerates every 24h.

1. Intelligent evaluation model for Chinese teaching based on deep learning algorithm with optical-enhanced multimodal sensing

   2026 · Ge, Xingchen, Zhang, Lei, Wu, Qiong et al.

   2026

2. AN EVALUATION OF PERFORMANCE OF ATTENTION MECHANISMS AND BATCH NORMALIZATION IN DEEP LEARNING MODELS OF COMPUTER VISION

   2026 · NED University Journal of Research · Said, Atarud, Khalid, Afsheen, Ibad, Muhammad Shahan et al.

   2026

3. Trained model checkpoints and evaluation metrics for "Deep learning models for chemical perturbation prediction do not yet utilise drug molecular features"

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Bai, Jinming

   2026

4. Deep learning models for acute kidney injury prediction: multi-center external validation and evaluation under simulated continuous monitoring conditions

   2026 · npj Digital Medicine · Lee, Kyung Hyun, Yoon, Donghwee, Lim, Hyunsun et al.

   2026

5. Optimizing stock market prediction and stock trading strategies with deep learning models enhanced by nonlinear feature identification and robust prediction evaluation

   2026 · Financial Innovation · Wang, Haoyu, Xie, Dejun, Duan, Yuqing et al.

   2026

6. JordiAlonsoEsteve/Evaluating-predictive-modeling-of-transcriptional-stress-responses: Can Deep Learning Predict Inducibility of Stress-Responsive Gene Expression from DNA Sequence in Arabidopsis thaliana?

   2026 · Open MIND · Jordi-Alonso-Esteve

   2026

7. Evaluating deep learning model for multispectral feature mapping of fecal coliform contamination in major rivers of South Korea

   2026 · Remote Sensing of Environment · Suh, SungMin, Moon, Jungi, Jung, SangJin et al.

   2026

8. Model weights for: Entwicklung und Evaluation eines Deep-Learning-Systems zur automatisierten Zuordnung und Synchronisation audiovisueller Daten, version 1.0

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Schaffer, Vincent

   2026

9. 617 CONSTRUCTION AND EVALUATION OF A DEEP LEARNING MODEL FOR RAPID DIAGNOSIS OF HIGH-RESOLUTION ESOPHAGEAL MANOMETRY IMAGES

   2026 · Gastrointestinal Endoscopy · Bai, Yongmei, Wang, Kun, Duan, Li-Ping

   2026

10. DESIGN AND EVALUATION OF A DEEP LEARNING-BASED COMPUTER VISION MODEL FOR AUTOMATED OBJECT DETECTION

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Madhu5, Mr. G. Vihari*1, K. Venkata Narasimha2, B. Nikhitha3, A. J. R. V. Satya Teja4, Ch.

    2026

11. Design and Evaluation of FPGA Implementations of Deep Learning Models: From Real-Time Object Detection to Graph Convolutional Networks

    2026 · Use Siena air (University of Siena) · Hozhabr, Seyed Hani

    2026

12. Automatic Kidney Stone Segmentation And Evaluation With Modified U-Net Based Deep Learning Models

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Prakash*, E. Elanchezlian G. Siva

    2026

13. A comparative evaluation of machine and deep learning models for black hole attack detection in flying ad hoc networks

    2026 · International Journal of Advanced Technology and Engineering Exploration

    2026

14. Research on the Construction of dynamic Teaching Evaluation Model of smart Classroom in Universities Driven by Deep Reinforcement Learning Algorithm

    2026 · Ingegneria Sismica · Li, Danxia

    2026

15. Evaluating model generalizability for suicide attempt risk prediction: traditional machine vs deep learning

    2026 · npj Mental Health Research · Josselyn, Nicholas, Sawant, Sahil, Davis-Martin, Rachel et al.

    2026

16. Forecasting Realized Volatility : A Comparative Evaluation of Deep Learning and HARQ Models

    2026 · The Korean Data Analysis Society · Kim, Sanghyeon

    2026

17. Noise Robustness of Machine Learning, Deep Learning, and Hybrid Models for Multi-Site Air Quality Prediction: An Empirical Evaluation

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Naz, Rabia, Shehzad, Hafiz Muhammad Faisal

    2026

18. A phantom study on the evaluation of the YOLOv8 deep learning model in the detection of tooth ankylosis on cone-beam computed tomography images

    2026 · Head & Face Medicine · Moshfeghi, Mahkameh, Shayesteh, Sajad P., Valizadeh, Solmaz et al.

    2026

19. Evaluating Machine Learning, Deep Learning, and YOLO Models with Preprocessing and Feature Extraction Variations for Melon Leaf Disease Detection

    2026 · Journal of Artificial Intelligence and Technology · Agusta, Yudi, Zheng, Chun Jun, Xing, Lu et al.

    2026

20. A model for music emotion recognition and aesthetic education effect evaluation based on deep learning and multimodal data

    2026 · Discover Artificial Intelligence · Yuan, Quan

    2026

21. <p>Comparison of RUL prediction performance between the proposed framework and representative deep learning models under sensor fault conditions, evaluated using RMSE, standard C-MAPSS scoring function and statistical significance.</p>

    2026 · Figshare · (4521793), Dongdong Tang

    2026

22. Simulation of a Deep Learning-Based Model for Designing and Evaluating Intelligent Educational Assistance Systems

    2026 · Frontiers in artificial intelligence and applications · Lin, Zhonghui, Jiang, Hongyu

    2026

23. An evaluation of uncertainty quantification methods and measures for deep learning outcome prediction models in head and neck cancer radiotherapy

    2026 · Physics and Imaging in Radiation Oncology · MacRae, Daniel C., Hoek, Luuk Van der, Aalst, Joëlle E. van et al.

    2026