FirmCORe - Collaboration Type: leaderboard

Predict the collaboration type of a detected inter-firm opportunity in FirmCORe's end-to-end structured relation prediction. Macro-F1, higher is better. Source: arxiv.org/abs/2609.17128.

Metric: Macro-F1 (%). Source: arxiv.org. Saturation forecast: Around August 2028. 17 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.7 Plus58.1#98
2Qwen 3 4B57.14#834
3GLM-5.156.28#109
4Qwen 3.6 35B A3B54.53#238
5GLM-5.254.25#80
6Gemma 4 26B53.34#322
7Qwen 3.6 Max51.97#97
8Qwen 3.6 27B51.05#182
9Qwen 3 8B47.42#678
10Qwen3 Coder46.65#304
11Gemma 3 12B44.44#674
12Llama 3.1 8B42.77#1130
13Llama 3.2 3B14.55#1376

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=firmcore-collaboration-type · How It Works · Data refreshed daily, snapshot 2026-11-05.