HPR-Bench - Tag Inference: leaderboard

Metric: Avg@10 Tag Accuracy (%; mean of 10 samples over 18 profile tags). Source: arxiv.org. Saturation forecast: Around December 2026. 15 models tracked.

Top models

#ModelScore
1Qwen 3.6 Plus (Thinking)73.29
2GLM-5 (Thinking)71.86
3Qwen 3.5 397B A17B (Thinking)71.65
4Qwen 3.5 Plus (Thinking)71.54
5Kimi K2.5 (Thinking)70.64
6GLM-4.7 (Thinking)69.38
7DeepSeek V3.2 (Thinking)66.84
8DeepSeek R1 052866.13
9Kimi K2 (Thinking)65.56
10Qwen 3 235B A22B 2507 (Thinking)64.34
11Qwen 3 235B A22B 2507 Instruct52.44
12Qwen 3 8B (Thinking)50.35
13Qwen 3 8B (Non-reasoning)46.12

Interactive version: theaggregate.ai/benchmark?slug=hpr-bench-tag-inference · How It Works · Data refreshed daily, snapshot 2026-09-25.