HTML Observation Reduction on WebLinx
0Average Wall-Clock Time (s)Original (HTML)
Evaluation results
| Method | Links | |
|---|---|---|
| Original (HTML)Category=Baseline2026.05 | 0 | |
| RandomCategory=Baseline2026.05 | 0.03 | |
| GEPACategory=Program-based, ratio=0.62026.05 | 0.03 | |
| Pruned by AXTreeCategory=Program-based2026.05 | 0.04 | |
| DMRCategory=Retrieval-based, variant=BM252026.05 | 0.04 | |
| GEPACategory=Program-based, ratio=0.22026.05 | 0.11 | |
| DMRCategory=Retrieval-based, variant=finetuned2026.05 | 1.06 | |
| DMRCategory=Retrieval-based, variant=Dense2026.05 | 1.13 | |
| DMRCategory=LLM inference, variant=QueryGen2026.05 | 8.79 | |
| Prune4WebCategory=LLM inference2026.05 | 20.14 | |
| FocusAgentCategory=LLM inference2026.05 | 78.71 |