X-PCR - Anatomical Localization: leaderboard

Metric: Accuracy (%) at stage 2, locating key fundus structures, on X-PCR's ophthalmic multiple-choice VQA (26,415 images from 51 public datasets, six imaging modalities, 52 diseases), zero-shot, temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 21 models tracked.

Top models

#ModelScore
1GPT-588.05
2Gemini 2.5 Pro84.05
3Gemini 2.5 Flash82.04
4GLM-4.5V81.74
5GPT-5 Nano77.82
6Claude Haiku 4.575.9
7InternVL3-8B73.97
8MedGemma-27B-IT72.44
9Qwen 2.5 VL 7B68.28

Interactive version: theaggregate.ai/benchmark?slug=x-pcr-anatomical-localization · How It Works · Data refreshed daily, snapshot 2026-10-07.