| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WebArena Overall 684 tasks | ReasoningBank + MaTTS | Task Success Rate (SR)56.3 | 15 | 1mo ago | |
| WebArena Multi 29 tasks | ReasoningBank + MaTTS | Task Success Rate (SR)20.7 | 15 | 1mo ago | |
| WebArena Reddit 106 tasks | ReasoningBank + MaTTS | Success Rate (SR)83 | 15 | 1mo ago | |
| WebArena Gitlab 180 tasks | ReasoningBank + MaTTS | Task Success Rate (SR)46.7 | 15 | 1mo ago | |
| WebArena 182 tasks (Admin) | ReasoningBank + MaTTS | Success Rate (SR)58.2 | 15 | 1mo ago | |
| WebArena Shopping 187 tasks | ReasoningBank + MaTTS | Task Success Rate54 | 15 | 1mo ago | |
| WebArena | DPO – ADARUBRIC-DA | Task Success Rate (TSR)27.8 | 12 | 25d ago | |
| τ-bench | Asym-AC-SFT | Retail Success Rate76.52 | 6 | 17d ago | |
| WebArena-Lite (test) | JitRL | Admin Success Rate65.71 | 3 | 1mo ago |
