Junk Data Detection on Brain Rot (test) benchmark leaderboard · SOTA2 Research

Junk Data Detection on Brain Rot (test)

86.14Top-5 auPRCRISE

Evaluation Results

Method	Links
RISE2026.04		86.14	94.67	84.58	93.23	80.69	91.7	78.31	91.36
RapidIn2026.04		85.7	85.86	86.95	89.66	87.15	92.05	85.56	91.37
RISE2026.04		85.58	95.64	83.87	94.41	82.09	92.36	80.59	92.06
RISE2026.04		85.54	92.73	83.15	92.46	78.35	90.68	74.7	89.53
RISE2026.04		84.6	95.02	83.37	94.63	81.14	91.93	79.31	91.72
RISE2026.04		83.43	94.23	81.82	93.28	77.54	90.7	74.8	90.23
RapidIn2026.04		83.42	84.18	84.7	88.06	84.66	90.14	83.87	90.77
RISE2026.04		83.27	94.62	81.17	92.98	78.46	91.57	76.03	90.59
RapidIn2026.04		83	82.07	82.85	85.69	82.08	87.94	80.64	88.36
RISE2026.04		82.22	93.81	81.95	93.65	79.93	92.12	77.63	90.97
RapidIn2026.04		78.87	78.61	77.32	80.82	76.44	84.63	74.51	84.46
Embedding Similarity2026.04		70.48	78.25	62.26	74.74	54.68	72.31	48.52	69.5
RapidIn2026.04		69.71	74.46	61.13	72.05	54.19	72.05	49.97	72.02
TrackStar2026.04		68.4	49.25	62.47	49.28	55.67	50.03	52.21	50.5
RapidIn2026.04		63.02	81.16	52.47	78.38	44.92	78.08	40.22	75.64
RapidIn2026.04		61.23	79.02	50.84	75.64	39.44	70.14	34.38	66.87
TrackStar2026.04		58.47	54.07	52.32	53.24	46.57	52.15	43.48	51.26
BM252026.04		56.27	63.07	53.36	62.6	50.07	67.39	47.47	67.48
TrackStar2026.04		53.11	45.94	50.2	48.65	48.05	48.63	46.79	49.41
ZO-Inf2026.04		48.87	63.93	40.24	65.1	32.2	66.9	26.76	67.07
TrackStar2026.04		47.09	48.48	43.13	49.55	39.95	49.67	38.22	50.08
ZO-Inf2026.04		45.66	52.1	36.79	52.15	27.29	51.51	21.13	49.8
ZO-Inf2026.04		41.31	65.6	27.04	63.4	20.23	62.94	17.1	62.64
ZO-Inf2026.04		39.11	56.92	27.04	52.59	18.14	53.53	15.36	53.69
ZO-Inf2026.04		38.87	54.06	29.75	54.18	23.19	54.44	19.96	53.44
ZO-Inf2026.04		38.54	50.87	29.64	52.14	20.92	50.68	16.87	49.1
TrackStar2026.04		35.1	51.96	39.59	53.66	42.97	54.95	43.29	55.65
ZO-Inf2026.04		33.01	50.25	24.12	49.44	18.46	50.31	15.7	49.44
TrackStar2026.04		29.18	52.28	36.35	55.23	42.14	58.37	42.73	59.38
TrackStar2026.04		27.36	55.21	34.61	56.16	39.04	56.96	39.52	57.32