MMLU-by-task - Moral Scenarios: leaderboard

The "Moral Scenarios" subtask of MMLU-by-task. A single MMLU subject, reporting per-task multiple-choice accuracy from the MMLU-by-task leaderboard across a wide range of academic and professional domains.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 1257 models tracked.

Top models

#ModelScoreOverall rank
1StableBeluga260.78#1078
2Xwin-LM-70B-V0.153.18#982
3Llama 2 70B Chat52.51#1237
4WizardLM-70B-V1.046.26#1236
5Llama 2 70B Base45.47#1025
6OpenHermes-13B45.14#1393
7MythoMax-L2-13B43.91#1409
8vicuna-33B-v1.343.58#1347
9Llama 2 70B Chat (HF)39.55#1264
10Chinese-Alpaca-2-13B38.66#1414
11trurl-2-13B-academic37.65#1413
12internlm-20B33.41#1296
13Mistral-7B-v0.132.51#1326
14falcon-40B Instruct32.07#1458
15Llama 2 13B Chat Base30.5#1422

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=mmlu-by-task-moral-scenarios · How It Works · Data refreshed daily, snapshot 2026-10-20.