Ethereum
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fraud Detection | Ethereum | Precision91.39 | 21 | |
| Binary Classification | Ethereum Stablecoin Flows | AUROC100 | 7 | |
| Query Processing Performance | Ethereum | Throughput (ops/s)185,572 | 4 | |
| On-chain Verification | Ethereum late 2022 (testnet) | Gas Used315,000 | 3 | |
| Individual Contract Deployment | Ethereum late 2022 (testnet) | Gas Used156,000 | 3 | |
| Global Contract Deployment | Ethereum late 2022 (testnet) | Gas Used2,334,000 | 3 | |
| 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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