CliniCARE-Bench - Over-Abstention Rate: leaderboard
Metric: Abstentions on cases with a definitive reference verdict (%; lower is better). Source: arxiv.org. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini CLI + Gemini 3.6 Flash | 7.3 |
| 2 | Gemini CLI + Gemini 3.5 Flash | 7.5 |
| 3 | OpenCode + GLM 5.2 | 7.5 |
| 4 | Codex + GPT-5.5 | 7.7 |
| 5 | OpenCode + DeepSeek V4 Flash | 7.8 |
| 6 | OpenCode + DeepSeek V4 Pro | 9.7 |
| 7 | Claude Code + Claude Opus 5 | 10.5 |
| 8 | OpenCode + MiniMax M3 | 10.5 |
| 9 | OpenCode + Kimi K2.7 Code | 10.5 |
| 10 | Claude Code + Claude Sonnet 5 | 10.8 |
Interactive version: theaggregate.ai/benchmark?slug=clinicare-bench-over-abstention-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.