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Junk Data Detection on Brain Rot (test)

86.14Top-5 auPRC

RISE

Updated 1mo ago

Evaluation Results

Method
RISE 2026.04	86.14	94.67	84.58	93.23	80.69	91.7	78.31	91.36
RapidIn 2026.04	85.7	85.86	86.95	89.66	87.15	92.05	85.56	91.37
RISE 2026.04	85.58	95.64	83.87	94.41	82.09	92.36	80.59	92.06
RISE 2026.04	85.54	92.73	83.15	92.46	78.35	90.68	74.7	89.53
RISE 2026.04	84.6	95.02	83.37	94.63	81.14	91.93	79.31	91.72
RISE 2026.04	83.43	94.23	81.82	93.28	77.54	90.7	74.8	90.23
RapidIn 2026.04	83.42	84.18	84.7	88.06	84.66	90.14	83.87	90.77
RISE 2026.04	83.27	94.62	81.17	92.98	78.46	91.57	76.03	90.59
RapidIn 2026.04	83	82.07	82.85	85.69	82.08	87.94	80.64	88.36
RISE 2026.04	82.22	93.81	81.95	93.65	79.93	92.12	77.63	90.97
RapidIn 2026.04	78.87	78.61	77.32	80.82	76.44	84.63	74.51	84.46
Embedding Similarity 2026.04	70.48	78.25	62.26	74.74	54.68	72.31	48.52	69.5
RapidIn 2026.04	69.71	74.46	61.13	72.05	54.19	72.05	49.97	72.02
TrackStar 2026.04	68.4	49.25	62.47	49.28	55.67	50.03	52.21	50.5
RapidIn 2026.04	63.02	81.16	52.47	78.38	44.92	78.08	40.22	75.64
RapidIn 2026.04	61.23	79.02	50.84	75.64	39.44	70.14	34.38	66.87
TrackStar 2026.04	58.47	54.07	52.32	53.24	46.57	52.15	43.48	51.26
BM25 2026.04	56.27	63.07	53.36	62.6	50.07	67.39	47.47	67.48
TrackStar 2026.04	53.11	45.94	50.2	48.65	48.05	48.63	46.79	49.41
ZO-Inf 2026.04	48.87	63.93	40.24	65.1	32.2	66.9	26.76	67.07
TrackStar 2026.04	47.09	48.48	43.13	49.55	39.95	49.67	38.22	50.08
ZO-Inf 2026.04	45.66	52.1	36.79	52.15	27.29	51.51	21.13	49.8
ZO-Inf 2026.04	41.31	65.6	27.04	63.4	20.23	62.94	17.1	62.64
ZO-Inf 2026.04	39.11	56.92	27.04	52.59	18.14	53.53	15.36	53.69
ZO-Inf 2026.04	38.87	54.06	29.75	54.18	23.19	54.44	19.96	53.44
ZO-Inf 2026.04	38.54	50.87	29.64	52.14	20.92	50.68	16.87	49.1
TrackStar 2026.04	35.1	51.96	39.59	53.66	42.97	54.95	43.29	55.65
ZO-Inf 2026.04	33.01	50.25	24.12	49.44	18.46	50.31	15.7	49.44
TrackStar 2026.04	29.18	52.28	36.35	55.23	42.14	58.37	42.73	59.38
TrackStar 2026.04	27.36	55.21	34.61	56.16	39.04	56.96	39.52	57.32