InstructEval - Problem Solving: leaderboard

DeCLaRe Lab's 2023 instruction-tuned suite, averaging MMLU, BBH, DROP, CRASS and HumanEval under one harness. A historical board: the roster is the Alpaca / Vicuna / Flan generation, so it anchors the low end of the corpus rather than tracking the frontier.

Metric: Average (%, MMLU/BBH/DROP/CRASS/HumanEval). Source: declare-lab.github.io. Saturation forecast: Estimated already saturated. 54 models tracked.

Top models

#ModelScoreOverall rank
1ChatGPT64.5#900
2alpaca-7B32.4#1611
3starcoder27.5#1577
4pythia-12B23.9#1621
5falcon-7B23.7#1598
6falcon-7B Instruct22.2#1622

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

Interactive version: theaggregate.ai/benchmark?slug=instructeval-problem-solving · How It Works · Data refreshed daily, snapshot 2026-10-20.