Backdoor Attack Predict Future on Howdy!

100Top-5 auPRCRISE

Evaluation results

Method
RISE2026.04	100	100	99.68	99.75	97.79	98.62	95.91	97.63
RISE2026.04	100	100	99.74	99.8	98.33	98.96	96.67	98.02
RISE2026.04	99.68	99.83	99.79	99.91	99.66	99.8	99.19	99.47
RISE2026.04	99.05	99.37	98.39	98.99	95.55	97.54	93.31	96.49
RISE2026.04	85.88	92.96	80.47	90.86	64.63	87.09	57.46	85.78
RISE2026.04	83	91.97	78.57	90.69	68.96	88.28	64.4	87.31
RISE2026.04	76.57	88.99	70.64	87.77	56.57	85.42	50.39	84.09
TrackStar2026.04	67.19	83.24	75.96	89.9	83.38	93.41	83.57	93.1
TrackStar2026.04	65.22	82.02	73.94	88.92	81.4	92.48	81.76	92.48
TrackStar2026.04	63.78	81.37	72.72	88.09	83.76	93.72	85.5	94.2
TrackStar2026.04	50.68	74.88	52.83	77.96	57.4	82.15	58.99	83.08
Embedding Similarity2026.04	40.89	82.83	37.4	70.47	31.51	64.11	29.67	67.25
ZO-Inf2026.04	39.91	67.45	27.7	65.96	15.7	67.82	13.84	66.81
ZO-Inf2026.04	39.08	56.59	28.49	58.23	15.39	57.31	12.58	57.17
TrackStar2026.04	37.7	42.46	30.66	43.56	18.4	49.6	16.03	50.59
ZO-Inf2026.04	34.09	49.23	23.13	50.65	12.28	47.98	10.61	47.57
RapidIn2026.04	33.58	53.57	20.52	51.1	7.66	46.18	6.22	46.03
ZO-Inf2026.04	31.31	48.76	21.13	49.54	12.65	49.93	10.88	49.66
RapidIn2026.04	30.84	40.18	21.01	43.71	11.74	43.1	10.87	44.17
RapidIn2026.04	30.5	46.7	19.15	40.7	10.33	34.69	9.2	35.24
ZO-Inf2026.04	30.43	46.32	21.22	47.7	12.45	49.1	10.72	48.69
ZO-Inf2026.04	30.11	47.22	21.69	47.43	12.07	48.68	10.11	47.48
RapidIn2026.04	29.98	43.66	16.02	36.5	6	28.24	6.22	30.07
BM252026.04	25.89	77.76	27.85	76.73	27.33	76.21	26.99	76.89
TrackStar2026.04	24.14	52.05	23.75	52.59	17.74	54.19	15.93	53.39
RapidIn2026.04	18.99	28.89	13.43	35.16	6.8	42.08	6.4	45.79
RapidIn2026.04	18.97	23.99	11.99	28.03	11.48	30.76	10.72	32.25
RapidIn2026.04	17.49	30	12.51	31.53	5.9	29.05	5.22	29.36
TrackStar2026.04	16.9	52.94	17.42	51.85	15.2	49.56	14.46	50.15