Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Training Data Extraction research benchmarks · SOTA2 Research

Training Data Extraction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2Leakage

45

Feb 27, 2026

0Leak Count

45

Feb 27, 2026

0Leakage

45

Feb 27, 2026

0.624ROUGE-L

20

Mar 13, 2026

EchoTrace (Public Domain)

81.9ROUGE-L

20

Mar 13, 2026

EchoTrace Smaller Models

37.3ROUGE-L

20

Mar 13, 2026

EchoTrace Smaller Models (Public Domain)

37.1ROUGE-L

20

Mar 13, 2026

The Pile (train)

45Exact Extract Rate

10

Feb 26, 2026

URL PII (train)

—

—Leakage Rate

0

Feb 26, 2026

Phone PII (train)

—

—Leak Rate

0

Feb 26, 2026

Email PII (train)

—

—Leak Count

0

Feb 26, 2026

Popular datasets

EchoTrace email PII phone PII URL PII The Pile

Follow for updates

Join SOTA2 Contact