VIPER (Veterinary Pathology) - MCQ: leaderboard
Metric: Multiple-choice accuracy (%; five options, mean over five cyclic rotations of the answer order; the MCQ items of 1,251 questions written and validated by board-certified veterinary pathologists on 419 H&E-stained rat histology images from seven organ systems). Source: arxiv.org. Saturation forecast: Around December 2026. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemma 4 31B (IT) | 60.7 |
| 2 | Qwen 3.5 27B | 60 |
| 3 | GPT-5.4 | 58.5 |
| 4 | Claude Sonnet 4.6 | 54.6 |
| 5 | Gemini 2.5 Flash | 52.8 |
| 6 | GPT-5.4 Mini | 48 |
| 7 | MedGemma 1.5 4B | 29.9 |
| 8 | GPT-5.4 Nano | 24.4 |
Interactive version: theaggregate.ai/benchmark?slug=viper-veterinary-pathology-mcq · How It Works · Data refreshed daily, snapshot 2026-09-29.