NTU's PixelArena tests if #multimodalAI can do #imagesegmentation . Gemini 3 Pro Image did well on face masks, but performance on COCO was weak and unstable. Good sign for AI-assisted data labeling, not a replacement for human annotators yet. Project: pixelarena.reify.ing/project