Benchmark Almanac

Ko-IFEval (Upstage)

Solar Open 100B 87.5% Only in system cards

Models follow verifiable instructions written in Korean. Upstage adapted IFEval to Korean for the Open Ko-LLM Leaderboard2.

In-house Upstage evaluation. The tasks are not public. The Solar Open report calls it an in-house Korean adaptation of IFEval.

Made by Upstage Released Oct 2024 Chat and instructions in many languages Tasks kept private Last in a system card Jan 2026 Last model added Jan 2026
Level
Everyday Most adults, without training
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Open-ended Free-form text, documents, designs or media judged as a whole.
1
Model scored in lab cards
1
System card reports it, from 1 lab

Solar Open 100B leads with 87.5%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

  1. 1 Solar Open 100B 87.5%
#ModelScoreSettingDateSource
1 Solar Open 100B 87.5% Jan 2026 Model card

The best score passed 85% in Jan 2026

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card
0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) Solar Open 100B 0% 20% 40% 60% 80% 100% 2026 Near the ceiling (85%) Solar Open 100B

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

One system card reports it

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
11 Jan 2026 Solar Open 100B technical report 87.5 Ko-IFEval (Table 5) Capabilities

More in Multilingual

All 115 in Multilingual
  • MMMLU In use MMLU professionally translated into 14 languages. Multiple-choice accuracy. Claude Mythos Preview 92.7%
  • WMT24++ In use English-to-55-language translation of WMT24 test data. Scored with automatic metrics such as MetricX or xCOMET. K-EXAONE 90.5%
  • MMLU-ProX In use MMLU-Pro translated into up to 29 languages with expert review. Multiple-choice accuracy per language. Qwen3.7-Max 87%
  • CLIcK In use Models answer 1,995 multiple-choice questions on Korean language and culture. Questions come from official Korean exams and textbooks in eleven categories. Solar Open 2 90.7%
  • Global MMLU Lite 3.0 In use Models answer 400 human-translated MMLU questions per language in 23 languages. Version 3.0 adds Czech, Hungarian, Oriya, Slovak and Tajik and updates Italian. Accuracy. Inkling 88.7%
  • MMMB In use Models answer multiple-choice questions about images in six languages across 15 categories. The set has about 12,000 questions. LFM2.5-VL-3B 83%