Junk Data Detection on Brain Rot junk data detection M2 (test) benchmark leaderboard · SOTA2 Research

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

0.8727Top-5 auPRCRISE

Evaluation Results

Method
RISE2026.04	0.8727	0.9516	0.8586	0.9456	0.8371	0.9322	0.8252	0.9265
RISE2026.04	0.8637	0.9663	0.8501	0.9571	0.8333	0.9328	0.8145	0.9228
RISE2026.04	0.8603	0.9574	0.8489	0.9404	0.8244	0.9289	0.807	0.9228
RapidIn2026.04	0.8583	0.8766	0.8501	0.8929	0.827	0.8989	0.8077	0.894
RapidIn2026.04	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
TrackStar2026.04	0.6966	0.5759	0.6665	0.5956	0.62	0.6064	0.5817	0.6133
TrackStar2026.04	0.6941	0.4306	0.7019	0.4919	0.696	0.5547	0.6864	0.5948
BM252026.04	0.5627	0.6307	0.5336	0.626	0.5007	0.6739	0.4747	0.6748
TrackStar2026.04	0.5244	0.5938	0.4761	0.5849	0.4238	0.5912	0.3917	0.5938
ZO-Inf2026.04	0.4997	0.7228	0.3685	0.6977	0.2803	0.6791	0.2426	0.6726
ZO-Inf2026.04	0.4515	0.6225	0.3434	0.6248	0.3073	0.6489	0.2898	0.6558