G-IdiomAlign - Multiple-Choice Equivalence - Other Targets: leaderboard
Metric: Accuracy (%; source idiom to its meaning-equivalent target-language idiom among four options, the other three typed distractors (literal translation, lexical cue, contextual association), greedy decoding; macro-average over the 14 directions into the other seven languages). Source: arxiv.org. Saturation forecast: Around December 2026. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 62.82 |
| 2 | DeepSeek V3.2 (Thinking) | 53.92 |
| 3 | DeepSeek V3.2 (Non-reasoning) | 47.39 |
| 4 | Claude Haiku 4.5 | 44.03 |
| 5 | Qwen 3 8B (Thinking) | 31.29 |
| 6 | Ministral-8B-Instruct-2410 | 27.78 |
| 7 | Qwen 3 8B (Non-reasoning) | 24.02 |
Interactive version: theaggregate.ai/benchmark?slug=g-idiomalign-multiple-choice-equivalence-other-targets · How It Works · Data refreshed daily, snapshot 2026-09-26.