Defense mechanism classification on DMRS Shared Task 2026 (test)
70.1AccuracyNürnberg NLP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Nürnberg NLP2026.05 | 70.1 | 45.1 | 40.4 | 42 | |
| UTS (council-ensemble system)Framework=multi-phase deliberative council, Strategy=override ensemble, Backbone=Gemini API2026.05 | 67.4 | 46.1 | 38.8 | 40.6 | |
| PerceptionLab2026.05 | 67.4 | 42.6 | 40.9 | 39.6 | |
| LinguIUTics2026.05 | 64.2 | 40 | 39.6 | 39.2 | |
| LDI Lab2026.05 | 63.6 | 37.7 | 38.9 | 37.1 |