Sinha Namrata Ieee Access Better Jun 2026

: Authors are required to pay an APC of $2,160 (plus applicable taxes) to support the open-access model.

IEEE Access is a Q1-ranked multidisciplinary journal that provides an open-access home for research across all of IEEE's fields of interest. It is considered "better" for many researchers due to several key features: sinha namrata ieee access better

(double-column, single-spaced) and provide both PDF and Word/LaTeX files. : The journal is multidisciplinary and covers all IEEE fields of interest : Authors are required to pay an APC

| Metric | Traditional SOTA (e.g., ResNet-152, ViT) | Sinha Namrata’s IEEE Access Model | "Better" Advantage | | :--- | :--- | :--- | :--- | | | 120 ms | 28 ms | 4.2x faster | | Memory Footprint | 450 MB | 110 MB | 75% reduction | | Adversarial Robustness (PGD Attack) | 34% accuracy | 81% accuracy | 2.4x more robust | | Explainability Score (Human Evaluation) | 62% (Grad-CAM) | 89% (Causal Maps) | More human-trustworthy | | Training Energy (kWh) | 1,200 kWh | 340 kWh | Carbon footprint reduced by 71% | : The journal is multidisciplinary and covers all