CLIR-Bench - Missingness Awareness: leaderboard

Metric: Accuracy (%) on missingness awareness (whether the observations support a reliable answer), 4-option multiple-choice questions over serialized irregular ICU time series (Full-TS input), chance 25; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 15 models tracked.

Top models

#ModelScore
1Kimi K2.673.33
2DeepSeek V4 Flash45
3GPT-5.4 Mini45
4Gemma 4 12B (IT)34.33
5Gemma 3 27B (IT)33.17
6Qwen 3.5 4B24.67
7Qwen 3.5 9B23.67
8Gemini 2.5 Flash23.33
9Qwen 3.6 27B14

Interactive version: theaggregate.ai/benchmark?slug=clir-bench-missingness-awareness · How It Works · Data refreshed daily, snapshot 2026-09-29.