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Budgeted subset selection research benchmarks · SOTA2 Research

Budgeted subset selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Dolly 15% retention (train)

154.11SUM

6

Feb 26, 2026

Dolly (5% retention)

153.582SUM

6

Feb 26, 2026

Alpaca 5% retention

157.162SUM

6

Feb 26, 2026

NI-20 15% retention (train)

154.765Total Sum

5

Feb 26, 2026

Alpaca 15% retention (train)

134.25Total Sum

5

Feb 26, 2026

NI-20 (5% retention)

155.153SUM

5

Feb 26, 2026

Popular datasets

Dolly Alpaca NI

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