PuzzleMate - Piece Orientation Verification (Aria): leaderboard
Metric: Accuracy (%; exact answer; task: binary judgment of whether the matching piece is correctly rotated for the missing slot; three 48-piece jigsaw puzzles photographed from an egocentric viewpoint, Project Aria glasses camera (low-resolution, noisy egocentric images)). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 92 |
| 2 | Gemini 2.5 Pro | 91 |
| 3 | Gemma 3 12B | 91 |
| 4 | Gemma 3 27B | 89 |
| 5 | Gemma 3 4B | 50 |
Interactive version: theaggregate.ai/benchmark?slug=puzzlemate-piece-orientation-verification-aria · How It Works · Data refreshed daily, snapshot 2026-09-26.