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Explore the evidence behind the evaluations.
An open dataset of 35 finished social ad creatives, one for each of 35 synthetic brands across 4 industries, designed in Figma by professionals from the Contra network working from simulated client briefs.
35 creatives · 35 brands · 4 industries · CC BY 4.0
A preview dataset of 234 annotated steps across 4 computer-use trajectories, recorded as professional editors built vertical social reels in Adobe Premiere Pro.
234 steps · 4 trajectories · 9:16 reels · CC BY 4.0
An open dataset of 294 annotated steps across 14 computer-use trajectories, recorded as professional designers built real advertising and fashion-editorial assets in Adobe Photoshop and the browser.
294 steps · 14 trajectories · 5 designers · CC BY 4.0
An open dataset of 544 timestamped notes from professional video editors on 15 product videos made by Google Veo 3.1, Adobe Firefly Video, and Grok Imagine.
544 annotations · 15 videos · 3 models · CC BY 4.0Contra Labs · Datasets and downloads hosted by their original source · 2026-09-18