Ethereum
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fraud Detection | Ethereum | Precision91.39 | 21 | |
| Binary Classification | Ethereum Stablecoin Flows | AUROC100 | 7 | |
| Decentralized AI Inference Gas Cost Analysis | Ethereum EIP-4844 | Total Cost per Query0.05 | 2 | |
| Firmware integrity verification | Ethereum Sepolia (testnet) | Confirmation Latency (s)14.6 | 1 | |
| Incoming Connection Hijacking | Ethereum mainnet (trial) | Metric- | 0 |
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