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Core set discovery

1 paper with code · 14 benchmarks · 5 datasets archive 2025-07-28

Methodology

A core set in machine learning is defined as the minimal set of training samples that allows a supervised algorithm to deliver a result as good as the one obtained when the whole set is used.

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

14 leaderboard tables shown for this task, 14 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted. 10 shown of 14 until expanded.

DatasetBest model (first row in archive order)PaperCodeSyntologyCompare
Abalone (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Amazon-employee-access (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Credit-g (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Electricity (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Glass identification (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
ISOLET (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
JM1 (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Kr-vs-kp (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Letter (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
micro-mass (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
MNIST (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Mozilla4 (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
Soybean (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare
UCI GAS (1 row) EvoCore Uncovering Coresets for Classification With Multi-Objective... code — Compare

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

5 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

1 shown of 1 paper with code (1 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections