ABF-Bench: a verifiable benchmark for agentic blockchain forensics from Imperial College

ImperialCollegeLondon · hf · 2026-10-31

Researchers at Imperial College London and Oxford introduce ABF-Bench, an interactive, verifiable benchmark for agentic blockchain fund tracing. Agents must cite retrieved ledger records for every claimed fund movement; a case-to-task pipeline builds well-posed tasks across ledgers. Evaluations reveal gaps in recall and overconfidence of adaptive agents versus fixed tracers, and the setup enables verifiable LLM agent training.

Original post →

More from Research

Research channel →