THPT-Ladder - Part I (Multiple Choice): leaderboard

THPT-Ladder (2026) scores models on 632 items from 21 official papers of the 2025-2026 Vietnamese National High School Graduation Examination in 11 subjects, graded with the ministry keys and marking scheme. This board is Part I, the four-option multiple-choice items: accuracy in percent; higher is better.

Metric: Accuracy (%; x100 of the fraction of Part I four-option items answered correctly; 632 items from 21 official 2025-2026 Vietnamese National High School Graduation Examination papers in 11 subjects, presented in Vietnamese one item at a time with text and figures, scored against the ministry keys; open-weight models at their publishers' recommended sampling (16,384-token cap), closed models at their default settings). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.598.8#48
2Claude Opus 598.8#20
3Claude Sonnet 597.7#108
4Claude Opus 4.897.5#56
5Qwen 3.5 27B97.3#358
6Qwen 3.5 9B96.5#803
7Claude Haiku 4.593.4#568

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=thpt-ladder-part-i-multiple-choice · How It Works · Data refreshed daily, snapshot 2026-11-12.