TurkBench - Turkish Vocabulary: leaderboard
TurkBench (METU NLP group and Turkcell, SIGTURK 2026) task: Multiple-choice synonym questions on rare Turkish words (139) and on native Turkish equivalents of loan words (165). Accuracy 0-100, higher is better.
Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 38 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3.5 122B A10B | 98 | #184 |
| 2 | Qwen 3.5 397B A17B | 97 | #154 |
| 3 | MiniMax-M2.5 | 96 | #316 |
| 4 | GLM-4.6 | 96 | #265 |
| 5 | Qwen 3.5 35B A3B | 95 | #268 |
| 6 | Qwen 3.5 27B | 94 | #192 |
| 7 | DeepSeek V3.2 Exp | 94 | #241 |
| 8 | DeepSeek V3.1 | 93 | #275 |
| 9 | GLM-5 FP8 | 93 | #147 |
| 10 | MiMo-V2-Flash | 92 | #378 |
| 11 | Gemma 3 12B (IT) | 91 | #672 |
| 12 | Gemma 3 27B (IT) | 90 | #528 |
| 13 | Qwen 3 30B A3B 2507 Instruct | 89 | #492 |
| 14 | MiniMax-M2 | 89 | #327 |
| 15 | GLM-4.7 Flash | 88 | #543 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=turkbench-turkish-vocabulary · How It Works · Data refreshed daily, snapshot 2026-11-05.