SCORE Robustness (Consistency): leaderboard
NVIDIA SCORE consistency rate measures whether models preserve answers across perturbed AGIEval, MATH, and MMLU-Pro examples.
Metric: Average Consistency Rate (%). Source: huggingface.co. Status: saturated. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Llama 3.1 70B Instruct | 72.39 |
| 2 | Mistral Large 2 (Jul) | 71.93 |
| 3 | Llama 3 70B Instruct | 69.11 |
| 4 | Yi 1.5 34B Chat | 58.43 |
| 5 | Llama 3.1 8B Instruct | 52.74 |
| 6 | Mistral Nemo Instruct (2407) | 49.46 |
Interactive version: theaggregate.ai/benchmark?slug=score-robustness-consistency · How It Works · Data refreshed daily, snapshot 2026-09-05.