Web Navigation on WebArena Lite (with Training Speed-up)
12.1Success Rate (SR)Qwen2.5-7B-Instruct + WEASEL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Qwen2.5-7B-Instruct + WEASELTraining Steps=10K steps, Training Method=WEASEL2026.05 | 12.1 | 9.7 | |
| Qwen2.5-7B-Instruct + FullTraining Steps=52K steps, Training Method=Full2026.05 | 10.9 | 1 | |
| Qwen2.5-7B-Instruct + Pruning + SamplingTraining Steps=10K steps, Training Method=Pruning + Sampling2026.05 | 10.3 | 9.7 | |
| Qwen2.5-7B-InstructZero-shot transfer=true2026.05 | 5.5 | — | |
| Qwen2.5-7B-Instruct + PruningTraining Steps=52K steps, Training Method=Pruning2026.05 | 5.5 | 1.7 |