Record Linkage Risk Assessment on 10,000 records dataset (test) benchmark leaderboard · SOTA2 Research

Record Linkage Risk Assessment on 10,000 records dataset (test)

0.032CVPL-LRk-Anonymity

Evaluation Results

Method	Links
k-Anonymity2026.02		0.032	0.171	0	0	96.3	1.16	95
k-Anonymity2026.02		0.149	1	0.796	0.368	96.4	1	100
k-Anonymity2026.02		0.149	1	0.796	0.368	96.4	1	100
Synthetic Data Generation2026.02		0.184	0.985	0.005	0	79.1	0.187	69.2
Synthetic Data Generation2026.02		0.184	0.985	0.005	0	79.3	0.187	69.1
Synthetic Data Generation2026.02		0.184	0.984	0.005	0	79.2	0.187	69.2
Synthetic Data Generation2026.02		0.185	0.985	0.005	0	79.2	0.187	69.2
Synthetic Data Generation2026.02		0.185	0.985	0.005	0	79.1	0.187	69.2
Synthetic Data Generation2026.02		0.185	0.985	0.005	0	79.5	0.187	69.2
Synthetic Data Generation2026.02		0.185	0.983	0.005	0	79.5	0.187	69.2
Perturbation2026.02		0.364	0.997	0.675	0.142	92.3	0.208	70.2
Perturbation2026.02		0.59	0.997	0.861	0.271	96	0.185	68.8
Perturbation2026.02		0.803	0.998	0.947	0.464	98.3	0.155	65