3D Gaussian Splatting research without hand-written code: SplatLab runs from a one-line prompt to a manuscript, each beating its reproduced baseline
SplatLab hands the 3D Gaussian Splatting research loop to 36 agents: it reproduces a published baseline, mutates a verified plugin, trains, ablates and writes a manuscript, binding every reported number to a logged GPU run. On Mip-NeRF 360 and LLFF its manuscripts beat their reproduced targets on PSNR; on astrophotographic nebula rendering, where no prior 3DGS method exists, Nebula3DGS-v2 raises PSNR from the 3DGS baseline's 32.58 dB to 36.36 dB.