HPR-Bench - Tag Inference - Geographic Context: leaderboard

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

Top models

#ModelScore
1Qwen 3.6 Plus (Thinking)79.93
2GLM-5 (Thinking)78.38
3Kimi K2.5 (Thinking)78.34
4Qwen 3.5 397B A17B (Thinking)78.04
5Qwen 3.5 Plus (Thinking)77.81
6Qwen 3 235B A22B 2507 (Thinking)74.78
7GLM-4.7 (Thinking)74.43
8DeepSeek R1 052874.24
9DeepSeek V3.2 (Thinking)73.14
10Kimi K2 (Thinking)69.37
11Qwen 3 235B A22B 2507 Instruct53.41
12Qwen 3 8B (Thinking)45.99
13Qwen 3 8B (Non-reasoning)41.3

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