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Junk Data Detection on Brain Rot junk data detection M2 (test)

0.8727Top-5 auPRC

RISE

Updated 1mo ago

Evaluation Results

Method	Links
RISE 2026.04		0.8727	0.9516	0.8586	0.9456	0.8371	0.9322	0.8252	0.9265
RISE 2026.04		0.8637	0.9663	0.8501	0.9571	0.8333	0.9328	0.8145	0.9228
RISE 2026.04		0.8603	0.9574	0.8489	0.9404	0.8244	0.9289	0.807	0.9228
RapidIn 2026.04		0.8583	0.8766	0.8501	0.8929	0.827	0.8989	0.8077	0.894
RapidIn 2026.04		0.8328	0.8414	0.8314	0.8686	0.8202	0.8874	0.7965	0.8815
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		0.6966	0.5759	0.6665	0.5956	0.62	0.6064	0.5817	0.6133
TrackStar 2026.04		0.6941	0.4306	0.7019	0.4919	0.696	0.5547	0.6864	0.5948
BM25 2026.04		0.5627	0.6307	0.5336	0.626	0.5007	0.6739	0.4747	0.6748
TrackStar 2026.04		0.5244	0.5938	0.4761	0.5849	0.4238	0.5912	0.3917	0.5938
ZO-Inf 2026.04		0.4997	0.7228	0.3685	0.6977	0.2803	0.6791	0.2426	0.6726
ZO-Inf 2026.04		0.4515	0.6225	0.3434	0.6248	0.3073	0.6489	0.2898	0.6558