Reconstruction belongs to the frame
An upscaler or neural reconstruction technique needs more than an inference dispatch. The renderer must supply the inputs, manage resources, integrate the output and assess the resulting image under its actual workload.
Traverse’s programme includes Arm Neural Super Sampling integration, neural post-processing and denoising investigations. Public bindings such as arm-neural-graphics-rs and XeSS-related tooling connect vendor interfaces to the Rust rendering stack.
A repeatable comparison environment
Evolve’s 2026 programme adds upscaling quality and performance workloads, including XeSS and FSR integrations. Those benchmarks create a way to examine reconstruction alongside rendering rather than compare disconnected demonstration images.