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Ethereum dataset and benchmarks · SOTA2 Research

Research Datasets

Ethereum

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Fraud Detection

Ethereum

91.39Precision

21

Binary Classification

Ethereum Stablecoin Flows

100AUROC

7

Query Processing Performance

Ethereum

185,572Throughput (ops/s)

4

On-chain Verification

Ethereum late 2022 (testnet)

315,000Gas Used

3

Individual Contract Deployment

Ethereum late 2022 (testnet)

156,000Gas Used

3

Global Contract Deployment

Ethereum late 2022 (testnet)

2,334,000Gas Used

3

Nurgle attack resistance

Ethereum mainnet

99.97Success Rate

2

Decentralized AI Inference Gas Cost Analysis

Ethereum EIP-4844

0.05Total Cost per Query

2

Firmware integrity verification

Ethereum Sepolia (testnet)

14.6Confirmation Latency (s)

1

Incoming Connection Hijacking

Ethereum mainnet (trial)

—Primary metric

0

Popular tasks

Binary Classification Fraud Detection Incoming Connection Hijacking Firmware integrity verification Decentralized AI Inference Gas Cost Analysis

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