Language Agent Task on ALFWorld (OOD)
58.7ScoreTask-Perturbed NLL Optimization
Evaluation results
| Method | Links | |
|---|---|---|
| Task-Perturbed NLL OptimizationBackbone=Qwen3-8B2026.06 | 58.7 | |
| COINBackbone=Qwen3-8B2026.06 | 57.3 | |
| Task AugBackbone=Qwen3-8B2026.06 | 56.3 | |
| SFTBackbone=Qwen3-8B2026.06 | 55.2 |