TurkBench - Named Entity Recognition: leaderboard

Metric: Accuracy (%). Source: huggingface.co. 38 models tracked.

Top models

#ModelScore
1Qwen 3.5 397B A17B71.29
2Qwen 3.5 122B A10B70.24
3GPT-OSS-120B70.01
4GLM-4.669.19
5Step 3.5 Flash68.84
6Qwen 3.5 35B A3B68.3
7GLM-5 FP866.98
8Gemma 3 27B (IT)65.99
9MiniMax-M2.563.93
10Gemma 3 12B (IT)63.52
11MiniMax-M263.18
12DeepSeek V3.2 Exp62.05
13MiMo-V2-Flash61.1
14Qwen 3 32B60.4
15GLM-4.7 Flash60.28

Interactive version: theaggregate.ai/benchmark?slug=turkbench-named-entity-recognition · How It Works · Data refreshed daily, snapshot 2026-09-19.