Web-based Decision-making on τ2 Bench Retail, Telecom, Airline
48.3Retail ScoreImitation Learning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Imitation LearningTraining Paradigm=Learning from experts/strong LLMs2026.02 | 48.3 | 41.7 | 38.3 | 43.7 | |
| SRTraining Paradigm=Learning from experts/strong LLMs2026.02 | 45 | 45.8 | 43.3 | 45 | |
| RWML + Policy RLTraining Paradigm=Self-Supervised + Policy RL2026.02 | 44.2 | 45.8 | 38.3 | 43.7 | |
| IWMTraining Paradigm=Learning from experts/strong LLMs2026.02 | 40.8 | 44.2 | 46.7 | 43.3 | |
| WM SFT + Policy RLTraining Paradigm=Self-Supervised + Policy RL2026.02 | 40.8 | 45 | 30 | 40.3 |