identify-life-stages-1 on ScienceWorld 20 unseen variants (test)
48.9ReturnNaive
Evaluation results
| Method | Links | |
|---|---|---|
| NaiveBackbone=Qwen2.5-7B-Instruct, Learning Strategy=Naive, Memory usage at test time=None2026.02 | 48.9 | |
| EMPO2Backbone=Qwen2.5-7B-Instruct, Learning Strategy=Online RL, Memory usage at test time=None2026.02 | 36.2 | |
| RetrospexBackbone=Qwen2.5-7B-Instruct, Learning Strategy=Offline RL, Memory usage at test time=None2026.02 | 19 | |
| GRPOBackbone=Qwen2.5-7B-Instruct, Learning Strategy=Online RL, Memory usage at test time=None2026.02 | 17.9 | |
| ReflexionBackbone=Qwen2.5-7B-Instruct, Learning Strategy=Non-Parametric, Memory usage at test time=None2026.02 | 9.2 |