# KCH

Source: [KCH](<https://www.sota2.com/research/dataset/kch>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Classification on BANKCHURN (test)](<https://www.sota2.com/research/sota/classification-on-bankchurn-test.md>): Classification; BANKCHURN (test).

- [Revenue Ratio Analysis on Blockchain Mining MDP Model gamma=0](<https://www.sota2.com/research/sota/revenue-ratio-analysis-on-blockchain-mining-mdp-model-gamma-0.md>): Revenue Ratio Analysis; Blockchain Mining MDP Model gamma=0 (Evaluation).

- [Bayesian network structure discovery on blockchain](<https://www.sota2.com/research/sota/bayesian-network-structure-discovery-on-blockchain.md>): Bayesian network structure discovery; blockchain.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.2](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-2.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.2.

- [Formal Proof Generation on Blockchain Consensus Verification Lemmas (test)](<https://www.sota2.com/research/sota/formal-proof-generation-on-blockchain-consensus-verification-lemmas-test.md>): Formal Proof Generation; Blockchain Consensus Verification Lemmas (test).

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.8](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-8.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.8.

- [Classification on BANKCHURN (train)](<https://www.sota2.com/research/sota/classification-on-bankchurn-train.md>): Classification; BANKCHURN (train).

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation (γ=0.6)](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-6.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation (γ=0.6).

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.4](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-4.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.4.

- [Anomaly segmentation on KCH real 2D CT lesion data](<https://www.sota2.com/research/sota/anomaly-segmentation-on-kch-real-2d-ct-lesion-data.md>): Anomaly segmentation; KCH real 2D CT lesion data.

- [Stationary Linear Regression on KCHSD 1.0 (test)](<https://www.sota2.com/research/sota/stationary-linear-regression-on-kchsd-1-0-test.md>): Stationary Linear Regression; KCHSD 1.0 (test).

- [Regression on KCHSD](<https://www.sota2.com/research/sota/regression-on-kchsd.md>): Regression; KCHSD.

- [Mining Revenue Ratio Estimation on Blockchain Network Simulation γ=0.5](<https://www.sota2.com/research/sota/mining-revenue-ratio-estimation-on-blockchain-network-simulation-0-5.md>): Mining Revenue Ratio Estimation; Blockchain Network Simulation γ=0.5.

- [Full-Duplex Speech Interaction on Full-Duplex-Bench User Backchannel 1.5](<https://www.sota2.com/research/sota/full-duplex-speech-interaction-on-full-duplex-bench-user-backchannel-1-5.md>): Full-Duplex Speech Interaction; Full-Duplex-Bench User Backchannel 1.5.

- [Blockchain Platform Benchmarking on Blockchain Network Environments](<https://www.sota2.com/research/sota/blockchain-platform-benchmarking-on-blockchain-network-environments.md>): Blockchain Platform Benchmarking; Blockchain Network Environments.

- [Multiclass classification on Blockchain Transaction Dataset (test)](<https://www.sota2.com/research/sota/multiclass-classification-on-blockchain-transaction-dataset-test.md>): Multiclass classification; Blockchain Transaction Dataset (test).

- [Panoptic Segmentation on HyperNeRF chickchicken](<https://www.sota2.com/research/sota/panoptic-segmentation-on-hypernerf-chickchicken.md>): Panoptic Segmentation; HyperNeRF chickchicken.

- [Performance and Security Analysis on Sharding Blockchain Systems](<https://www.sota2.com/research/sota/performance-and-security-analysis-on-sharding-blockchain-systems.md>): Performance and Security Analysis; Sharding Blockchain Systems.

- [Policy Verification on Layer-2 (L2) Blockchain](<https://www.sota2.com/research/sota/policy-verification-on-layer-2-l2-blockchain.md>): Policy Verification; Layer-2 (L2) Blockchain.

- [Targeted temporal-state retrieval on HyperNeRF (chickchicken)](<https://www.sota2.com/research/sota/targeted-temporal-state-retrieval-on-hypernerf-chickchicken.md>): Targeted temporal-state retrieval; HyperNeRF (chickchicken).

- [Hardware and Cost Requirement Analysis on Blockchain Protocol Infrastructure](<https://www.sota2.com/research/sota/hardware-and-cost-requirement-analysis-on-blockchain-protocol-infrastructure.md>): Hardware and Cost Requirement Analysis; Blockchain Protocol Infrastructure.

- [Finality Latency Measurement on Blockchain Network Environments](<https://www.sota2.com/research/sota/finality-latency-measurement-on-blockchain-network-environments.md>): Finality Latency Measurement; Blockchain Network Environments.

- [Database Storage Efficiency Analysis on Blockchain State Database](<https://www.sota2.com/research/sota/database-storage-efficiency-analysis-on-blockchain-state-database.md>): Database Storage Efficiency Analysis; Blockchain State Database.

- [Overlap Handling Evaluation on Full-Duplex-Bench User Backchannel v1.5](<https://www.sota2.com/research/sota/overlap-handling-evaluation-on-full-duplex-bench-user-backchannel-v1-5.md>): Overlap Handling Evaluation; Full-Duplex-Bench User Backchannel v1.5.

- [Blockchain-embedded data restoration on Bitcoin blockchain August 31, 2017 482,870 blocks](<https://www.sota2.com/research/sota/blockchain-embedded-data-restoration-on-bitcoin-blockchain-august-31-2017-482-870-blocks.md>): Blockchain-embedded data restoration; Bitcoin blockchain August 31, 2017 482,870 blocks.

- [RPC User Deanonymization on Blockchain RPC Services](<https://www.sota2.com/research/sota/rpc-user-deanonymization-on-blockchain-rpc-services.md>): RPC User Deanonymization; Blockchain RPC Services.

- [Qualitative Comparison of PQC Schemes for FANETs](<https://www.sota2.com/research/sota/qualitative-comparison-of-pqc-schemes-for-fanets.md>): Qualitative comparison of cryptographic features; Post-Quantum Blockchain and Signature Schemes for FANETs Qualitative comparison.

- [Feature Comparison on Blockchain Payment Protocols](<https://www.sota2.com/research/sota/feature-comparison-on-blockchain-payment-protocols.md>): Feature Comparison; Blockchain Payment Protocols.

- [Blockchain Framework Feature Comparison on Representative Blockchains for FL](<https://www.sota2.com/research/sota/blockchain-framework-feature-comparison-on-representative-blockchains-for-fl.md>): Blockchain Framework Feature Comparison; Representative Blockchains for FL.

- [Blockchain Consensus on TEE-enabled blockchain protocols](<https://www.sota2.com/research/sota/blockchain-consensus-on-tee-enabled-blockchain-protocols.md>): Blockchain Consensus; TEE-enabled blockchain protocols.

- [Consensus Protocol Evaluation on Blockchain Consensus Protocols](<https://www.sota2.com/research/sota/consensus-protocol-evaluation-on-blockchain-consensus-protocols.md>): Consensus Protocol Evaluation; Blockchain Consensus Protocols.

- [Meta-Protocol Discovery and Indexing Efficiency on Bitcoin Blockchain](<https://www.sota2.com/research/sota/meta-protocol-discovery-and-indexing-efficiency-on-bitcoin-blockchain.md>): Meta-Protocol Discovery and Indexing Efficiency; Bitcoin Blockchain.

- [Performance and Feature Evaluation on Blockchain Access Control Methods Comparison](<https://www.sota2.com/research/sota/performance-and-feature-evaluation-on-blockchain-access-control-methods-comparison.md>): Blockchain Access Control Performance and Feature Evaluation; State-of-the-art Blockchain Access Control Methods Comparison.

- [Dynamic Consent Management on Blockchain-based dynamic consent system comparison](<https://www.sota2.com/research/sota/dynamic-consent-management-on-blockchain-based-dynamic-consent-system-comparison.md>): Dynamic Consent Management; Blockchain-based dynamic consent system comparison.

- [ZK-Rollup Feature Support Analysis on ZK-Rollup and Blockchain Scaling Literature](<https://www.sota2.com/research/sota/zk-rollup-feature-support-analysis-on-zk-rollup-and-blockchain-scaling-literature.md>): ZK-Rollup Feature Support Analysis; ZK-Rollup and Blockchain Scaling Literature.