Recent papers on Dataset Generalizability

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

1. The CollabScore Dataset -Towards Robust and Generalized OMR Evaluation

   2026 · HAL (Le Centre pour la Communication Scientifique Directe) · Rigaux, Philippe, Coüasnon, Bertrand, Guillotel-Nothmann, Christophe et al.

   2026

2. Optimal Representations for Generalized Contrastive Learning with Imbalanced Datasets

   2026 · arXiv (Cornell University) · Nguyen, Thuan, Aeron, Shuchin, Brown, Donna et al.

   2026

3. Towards Generalizable Wireless Sensing Models via Pre-training on Multi-Source Datasets

   2026 · Gong, Chen, Liang, Bo, Zhu, Q et al.

   2026

4. Improving generalizability in retinal vessel segmentation through dataset fusion and systematic model benchmarking

   2026 · Rabbani, Golam, Abdullah, M. F. L., Ahmed, Awais

   2026

5. How improper dataset split hinders model generalizability: a systematic comparison in Human activity recognition and exercise evaluation tasks

   2026 · International Journal of Medical Informatics · Pe, Samuele, Dagliati, Arianna, Parimbelli, Enea et al.

   2026

6. Mo2211 GENERALIZABLE AI MODELS FOR ENDOSCOPIC SCORING OF ULCERATIVE COLITIS SEVERITY ACROSS MULTIPLE INDEPENDENT DATASETS

   2026 · Gastroenterology · Ralli, George, Bogush, A.., Windell, Dylan et al.

   2026

7. Is One Dataset Enough for Evaluation? Studying Generalizability of Automated Essay Scoring Models

   2026 · Eltanbouly, Sohaila, Sayed, Marwan, Elsayed, Tamer

   2026

8. Limited Replicability and Generalizability of Resting-State EEG Microstates as Biomarkers for Depression: A Multi-Dataset Bayesian Analysis

   2026 · Research Square · Frazier, Joseph, Chang, Jinwon

   2026

9. Low-Reynolds Wind Tunnel Dataset of Generalized Biological Morphotypes for CFD Validation

   2026 · Zenodo (CERN European Organization for Nuclear Research) · Gracián, Ferrón Humberto, Javier, Mugueta Sanz Francisco, Velázquez‐Navarro, J. F. et al.

   2026

10. Diversity Matters: Dataset Diversification and Dual-Branch Network for Generalized AI-Generated Image Detection

    2026 · arXiv (Cornell University) · Tasnim, Nusrat, Uddin, Kutub, Malik, Khalid

    2026

11. SteelDefectX: A Coarse-to-Fine Vision-Language Dataset and Benchmark for Generalizable Steel Surface Defect Detection

    2026 · ArXiv.org · Zhao, Shuxian, Gui, Jie, Yu, Baosheng et al.

    2026

12. WildAnimal650+: A large-scale annotated dataset for generalized animal segmentation in unconstrained environments

    2026 · Pattern Recognition · Yamouni, Rima Hasna, Trabelsi, Rim, Cabani, Adnane et al.

    2026

13. Flood depth maps used for training & testing in "Subgrid informed neural networks for high-resolution flood mapping" & "Flood-LDM: Generalizable latent diffusion models for rapid and accurate zero-shot high-resolution flood mapping" papers [Dataset]

    2026 · The Sydney eScholarship Repository (The University of Sydney) · Mudiyanselage, Viraj Vidura Herath Herath, Marshall, Lucy, Saha, Abhishek et al.

    2026

14. Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation

    2026 · Proceedings of the AAAI Conference on Artificial Intelligence · Liu, Qi, Xu, Chenghao, Yan, Jiexi et al.

    2026

15. Dataset for:The Quality-Engagement Alignment in Digital Psychiatry: A Comparative Analysis of Generalized Anxiety Disorder Information on Short-Form (TikTok) versus Long-Form (Bilibili) Video Platforms

    2026 · Figshare · lin, yanbin

    2026

16. From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning

    2026 · Proceedings of the AAAI Conference on Artificial Intelligence · Li, Shuangzhi, Shen, Junlong, Ma, Lei et al.

    2026

17. Training a generalizable diffusion model for seismic data processing using a large-scale open-source waveform dataset

    2026 · ArXiv.org · Gong, Xinyue, Fomel, Sergey, Chen, Yangkang

    2026

18. A preprocessing-enhanced stacking classifier for generalized cardiovascular disease detection across diverse datasets

    2026 · Scientific Reports · Ashraf, Adeel, Masih, Adven, Saddiqa, Aysha et al.

    2026

19. Small sample dataset for Learning Generalizable Multimodal Representations for Sleep Stage Classification Under Treatment and Subject Variability

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Brejtr, Vojtěch

    2026

20. Dataset for "Flocking beyond one species: Novel phase coexistence in a generalized two-species Vicsek model"

    2026 · Zenodo (CERN European Organization for Nuclear Research) · Lardet, Eloise, Chen, Letian, Bertrand, Thibault

    2026

21. Research on deep hidden mineralization favorable areas based on wide field electromagnetic datasets using generalized inverse inversion technology

    2026 · Applied Geophysics · Liu, G.R., Tian, Hongjun, Zhu, Yun-fu

    2026

22. Hermes: Large DEL Datasets Train Generalizable Protein-Ligand Binding Prediction Models

    2026 · Open MIND · Kleinsasser, Maxwell, Halverson, Brayden J., Kraft, Edward et al.

    2026