SocioSeg - Socio-Class: leaderboard
Metric: gIoU (%; mean per-image IoU of the predicted mask on the SocioSeg test set, socio-class targets (a place class); a general VLM without fine-tuning reads the rendered digital map and the satellite image and returns box and point prompts for SAM). Source: arxiv.org. Saturation forecast: Around 2036. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 VL 72B Instruct | 27.2 |
| 2 | O3 | 22.7 |
| 3 | GPT-5 | 15.1 |
Interactive version: theaggregate.ai/benchmark?slug=socioseg-socio-class · How It Works · Data refreshed daily, snapshot 2026-09-26.