High-quality data selection on Brain Rot (test) benchmark leaderboard · SOTA2 Research

High-quality data selection on Brain Rot (test)

0.8915Top 5 auPRCRISE

Evaluation Results

Method
RISE2026.04	0.8915	0.9612	0.8732	0.9507	0.8513	0.9362	0.8371	0.9301
RISE2026.04	0.8776	0.9629	0.8589	0.9527	0.8326	0.9322	0.8072	0.9202
RapidIn2026.04	0.8683	0.875	0.8499	0.8874	0.8381	0.8998	0.8216	0.8977
RISE2026.04	0.8669	0.9546	0.8534	0.9379	0.8271	0.9295	0.808	0.9231
RapidIn2026.04	0.8128	0.8092	0.8061	0.8416	0.7929	0.8651	0.7749	0.8686
TrackStar2026.04	0.733	0.7293	0.7217	0.7326	0.7115	0.7494	0.7035	0.7681
TrackStar2026.04	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
TrackStar2026.04	0.6243	0.7305	0.5724	0.7255	0.5133	0.7237	0.482	0.7247
BM252026.04	0.5627	0.6307	0.5336	0.626	0.5007	0.6739	0.4747	0.6748
ZO-Inf2026.04	0.4959	0.6709	0.4202	0.672	0.3395	0.6716	0.3133	0.6777
ZO-Inf2026.04	0.459	0.6413	0.3225	0.5918	0.2503	0.5885	0.2183	0.5832