CLIR-Bench - Cross-Variable Reasoning: leaderboard

Metric: Accuracy (%) on asynchronous cross-variable reasoning, 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 2031. 15 models tracked.

Top models

#ModelScore
1GPT-5.4 Mini63.33
2Gemini 2.5 Flash43.33
3Qwen 3.5 9B27.5
4Qwen 3.5 4B24.33
5Qwen 3.6 27B21.67
6DeepSeek V4 Flash18.33
7Gemma 3 27B (IT)16
8Kimi K2.615
9Gemma 4 12B (IT)6.17

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