Junk Data Detection on Brain Rot Predict Future (test)

89.27auPRC (Top 5)RapidIn

Evaluation results

Method
RapidIn2026.04	89.27	90.09	89.15	91.98	87.79	93	86.7	92.93
RapidIn2026.04	87.69	89.49	86.47	90.36	86.52	91.92	86.09	92.39
RISE2026.04	86.7	96.2	85.51	94.71	82.63	92.83	80.53	92.02
RISE2026.04	86.15	95.76	85.25	94.62	83.3	93	82.05	92.63
RISE2026.04	85.94	93.84	84.94	93.44	80.99	91.93	78.57	91.54
RISE2026.04	85.13	95.71	83.68	93.52	81.13	92.07	79.33	91.61
RISE2026.04	84.66	94.94	82.94	92.96	78.83	91.8	75.61	90.34
RISE2026.04	84.58	94.33	81.53	92.52	78.44	91.17	76.16	90.52
RISE2026.04	83.81	93.52	81.14	92.44	76.76	90.77	73.54	89.36
RapidIn2026.04	82.3	80.05	81.13	83.45	79.44	86.02	77.77	86.65
RapidIn2026.04	76.05	77.96	74.3	79.44	71.99	80.7	70.47	82.3
RapidIn2026.04	74.97	83.37	65.13	79.64	58.2	78.86	53.41	77.83
RapidIn2026.04	72.91	72.24	68.39	74.1	63.02	75.21	59.31	75.9
Embedding Similarity (E5-base-v2)2026.04	70.48	78.25	62.26	74.74	54.68	72.31	48.52	69.5
TrackStar2026.04	62.65	52.73	53.89	52.57	45.57	51.59	39.77	50.66
TrackStar2026.04	56.94	71.86	58.84	72.84	59.95	73.23	60.28	74.05
BM252026.04	56.27	63.07	53.36	62.6	50.07	67.39	47.47	67.48
RapidIn2026.04	55.82	80.01	41.56	76.19	29.21	71.34	24.37	68.37
TrackStar2026.04	55.18	53.06	51.35	52.09	47.52	52.14	45.15	51.87
TrackStar2026.04	53.25	48.21	49.19	48.92	45.24	49.35	42.41	49.79
TrackStar2026.04	52.8	69.9	55.14	71.14	58.29	72.55	59.66	73.9
TrackStar2026.04	52.06	53.85	53.73	60.17	56.61	65.62	57.48	68.59
ZO-Inf2026.04	46.04	50.96	36.32	51.81	26.23	51.65	20.71	49.77
ZO-Inf2026.04	45.94	60.07	36.28	60.74	27.58	61.96	22.76	61.64
ZO-Inf2026.04	44.69	63.03	34.63	60.71	26.42	56.89	22.49	54.69
TrackStar2026.04	42.58	48.19	41.95	48.11	40.15	49.22	38.6	49.89
ZO-Inf2026.04	41	62.35	31.21	60.98	21.03	58.45	17.64	56.36
ZO-Inf2026.04	38.97	63.46	26.44	62.5	18.05	63.48	15.31	62
ZO-Inf2026.04	36.8	56.96	27.86	56.09	21.11	53.66	19.1	53.51
ZO-Inf2026.04	31.27	45.95	23.59	47.94	17.13	48.65	14.62	49.8