TradeVerse - HS Code Prediction: leaderboard
Metric: Micro-F1 (%; multi-label prediction of the Harmonized System chapters under discussion from the full negotiation history of 724 TBT and SPS specific trade concerns, micro-averaged over predicted and gold chapters; zero-shot, temperature 0, through the Together API). Source: arxiv.org. Saturation forecast: Around September 2027. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GLM-5.2 | 65.63 |
| 2 | GPT-OSS-120B | 63.23 |
| 3 | DeepSeek V4 Pro | 63.07 |
| 4 | Kimi K2.7 Code | 62.91 |
| 5 | Llama 3.3 70B Instruct | 47.36 |
Interactive version: theaggregate.ai/benchmark?slug=tradeverse-hs-code-prediction · How It Works · Data refreshed daily, snapshot 2026-09-29.