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High-quality data selection on Brain Rot (test)

0.8915Top 5 auPRC

RISE

Updated 1mo ago

Evaluation Results

Method	Links
RISE 2026.04		0.8915	0.9612	0.8732	0.9507	0.8513	0.9362	0.8371	0.9301
RISE 2026.04		0.8776	0.9629	0.8589	0.9527	0.8326	0.9322	0.8072	0.9202
RapidIn 2026.04		0.8683	0.875	0.8499	0.8874	0.8381	0.8998	0.8216	0.8977
RISE 2026.04		0.8669	0.9546	0.8534	0.9379	0.8271	0.9295	0.808	0.9231
RapidIn 2026.04		0.8128	0.8092	0.8061	0.8416	0.7929	0.8651	0.7749	0.8686
TrackStar 2026.04		0.733	0.7293	0.7217	0.7326	0.7115	0.7494	0.7035	0.7681
TrackStar 2026.04		0.72	0.7645	0.6988	0.7745	0.6686	0.7839	0.6573	0.7926
Embedding Similarity (E5-base-v2) 2026.04		0.7048	0.7825	0.6226	0.7474	0.5468	0.7231	0.4852	0.695
TrackStar 2026.04		0.6243	0.7305	0.5724	0.7255	0.5133	0.7237	0.482	0.7247
BM25 2026.04		0.5627	0.6307	0.5336	0.626	0.5007	0.6739	0.4747	0.6748
ZO-Inf 2026.04		0.4959	0.6709	0.4202	0.672	0.3395	0.6716	0.3133	0.6777
ZO-Inf 2026.04		0.459	0.6413	0.3225	0.5918	0.2503	0.5885	0.2183	0.5832