UltraVR - Whole-Slide Imaging: leaderboard

Metric: Accuracy (%) on the whole-slide pathology imaging domain (multi-scale diagnostic evidence), direct answering (S0) with the original ultra-resolution image under each model default preprocessing (V2); four-choice questions except anomaly detection, which asks for the grid coordinate of the one anomalous cell out of 100; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 11 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)54.5
2GPT-5.552.7
3Qwen 3.5 27B51.8
4Gemma 4 26B43.6
5GLM-4.5V41.3
6GPT-5.437.3

Interactive version: theaggregate.ai/benchmark?slug=ultravr-whole-slide-imaging · How It Works · Data refreshed daily, snapshot 2026-09-29.