Backdoor Attack Predict Future on Howdy! benchmark leaderboard · SOTA2 Research

Backdoor Attack Predict Future on Howdy!

100Top-5 auPRCRISE

Evaluation Results

Method	Links
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