Autonomous Agent Task Execution under Injection on ClawBench Overall
26Task Success Rate (TSR)ZeroClaw
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ZeroClawGrafting Strategy=EDIT S.2026.05 | 26 | 15 | |
| OpenClawGrafting Strategy=None2026.05 | 24 | — | |
| OpenClawGrafting Strategy=ADD S.2026.05 | 24 | 41 | |
| OpenClawGrafting Strategy=ADD C.2026.05 | 23 | 29 | |
| OpenClawGrafting Strategy=EDIT S.2026.05 | 23 | 18 | |
| OpenClawGrafting Strategy=EDIT M.2026.05 | 23 | 35 | |
| ZeroClawGrafting Strategy=ADD S.2026.05 | 23 | 13 | |
| OpenClawGrafting Strategy=EDIT C.2026.05 | 22 | 36 | |
| ZeroClawGrafting Strategy=ADD M.2026.05 | 21 | 27 | |
| HermesGrafting Strategy=None2026.05 | 21 | — | |
| HermesGrafting Strategy=ADD S.2026.05 | 21 | 39 | |
| HermesGrafting Strategy=EDIT S.2026.05 | 21 | 12 | |
| HermesGrafting Strategy=EDIT C.2026.05 | 21 | 35 | |
| OpenClawGrafting Strategy=ADD M.2026.05 | 20 | 33 | |
| ZeroClawGrafting Strategy=EDIT M.2026.05 | 20 | 33 | |
| ZeroClawGrafting Strategy=None2026.05 | 19 | — | |
| HermesGrafting Strategy=EDIT M.2026.05 | 19 | 16 | |
| HermesGrafting Strategy=ADD M.2026.05 | 18 | 22 | |
| ZeroClawGrafting Strategy=EDIT C.2026.05 | 17 | 37 | |
| HermesGrafting Strategy=ADD C.2026.05 | 17 | 35 | |
| ZeroClawGrafting Strategy=ADD C.2026.05 | 14 | 27 |