Arm’s Neural Super Sampling Introduces DLSS-Style AI Upscaling for Mali GPUs, Enhancing Mobile Gaming with Improved Graphics, Increased Frame Rates, and Extended Battery Life Starting in 2026

Mobile gaming is on the verge of a revolutionary upgrade, thanks to Arm’s cutting-edge Neural Super Sampling (NSS) technology, recently showcased at SIGGRAPH 2025. This innovative AI-driven upscaling solution is engineered to elevate the graphics quality of mobile devices, seamlessly integrating reduced-resolution renderings with sophisticated neural network processing. Integrated into the latest Mali GPUs, Arm’s Neural technology promises a significant enhancement in how Android flagship and gaming phones render graphics, providing sharper images and smoother frame rates—all while aiming to preserve or even improve battery performance.

Transforming Mobile Graphics with Arm’s Neural Super Sampling

For those unfamiliar with Neural Super Sampling, the technology operates by rendering frames at a lower resolution, allowing for enhanced quality without taxing device resources. Arm demonstrated the potential of this system by upscaling visuals from 540p to 1080p, utilizing a trained neural network running on dedicated on-chip accelerators. The AI adeptly reconstructs images that closely resemble native resolution while significantly minimizing power consumption and processing load. Early findings from Arm reveal that the entire upscaling operation can execute in as little as 4 milliseconds per frame, promising high frame rates and extended battery life for mobile devices.

A standout advantage of this approach is its ability to tackle and eliminate visual artifacts typically seen in traditional upscaling techniques, such as smearing or ghosting. With the power of the neural network to enrich details, Arm’s NSS results in a more polished and immersive gaming experience on mobile platforms. Beyond gaming, these neural accelerators are poised to enhance other graphics-intensive mobile applications, including real-time ray tracing denoising and AI-optimized camera functionalities.

In many ways, Arm’s Neural Super Sampling parallels NVIDIA’s DLSS technology, as both leverage AI-centric neural networks for upscale functionality. However, the distinction lies in the execution: while DLSS operates on NVIDIA’s Tensor Cores within desktop GPUs, Arm’s NSS harnesses dedicated neural accelerators integrated directly into Mali GPUs, specifically designed for mobile optimization. This differentiation allows Android smartphones to experience the performance and efficiency enhancements reminiscent of DLSS, but in a portable format.

To ensure developers can fully leverage this technology, Arm is introducing an open Neural Graphics Development Kit well in advance of hardware availability. This comprehensive toolkit will feature an Unreal Engine plugin, Vulkan-based PC emulation, updated profiling tools, and integration with Hugging Face. Offering early access to developers enables them to adapt and fine-tune their applications for the upcoming hardware, facilitating a smooth transition when devices equipped with Arm Neural Technology are released. Furthermore, Arm’s vision includes expanding the capabilities of this technology through features such as Neural Frame Rate Upscaling and Neural Super Sampling Denoising, slated for 2026, further advancing mobile graphics performance.

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