DiagChain - Noisy Evidence: leaderboard
Metric: Correctly reconstructed reference steps (%; share of the 283 coverable reference steps of the 23 noisy-evidence cases (sampled benign or distracting activity added); attack-chain reconstruction from heterogeneous telemetry with the ECRAG evidence-retrieval scaffold; a step counts when its evidence is observed, used, fully attributed and correctly ordered, with no earlier failure; temperature 0). Source: arxiv.org. Saturation forecast: Around October 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.5 | 41.7 |
| 2 | GLM-5.2 (High) | 26.5 |
| 3 | GLM-5.2 (Non-reasoning) | 24.03 |
| 4 | DeepSeek V4 Pro (Non-reasoning) | 18.73 |
Interactive version: theaggregate.ai/benchmark?slug=diagchain-noisy-evidence · How It Works · Data refreshed daily, snapshot 2026-09-29.