Acoustic Detection on Casey 1-Year Support 2017 benchmark leaderboard · SOTA2 Research

Acoustic Detection on Casey 1-Year Support 2017

74.4APARPA-N

Evaluation Results

Method	Links
ARPA-N2025.09		74.4	0.008	71.3	0.013	75.6	0.016	73.3	0.004	1.91	0.071	2.97	0.209	5.47	0.938	12.9	3.15
ARPA-FN2025.09		72.2	0.009	75.6	0.018	69.7	0.019	72.5	0.007	1.83	0.099	2.55	0.13	4.11	0.271	7.93	0.772
ARP-N2025.09		71	0.005	79	0.039	64.8	0.044	70.9	0.011	1.94	0.185	3.09	0.51	5.31	1.06	11.1	2.79
60sDense2025.09		62.7	0.024	69.8	0.036	67.8	0.036	68.7	0.019	5.31	1.88	9.05	3.28	15.7	5.08	28.6	8.84
60sBase2025.09		58	0.016	61.3	0.013	69.3	0.036	65	0.02	15.3	2.59	25.5	3.79	38.6	5.24	55.7	7.47
4sARP-NA2025.09		41.4	0.026	71.8	0.037	26.4	0.032	38.5	0.035	100	7.54	191	11.6	360	14.1	630	41
4sResA2025.09		39.9	0.022	57.9	0.044	53.7	0.055	55.3	0.023	247	59.2	407	76.2	614	83.2	821	76.6
60sPre2025.09		33.7	0.167	46.2	0.173	41.4	0.157	43.5	0.16	40.6	16.8	51.5	15.7	64.1	12.5	77.4	9.16
4sARP-N2025.09		24.7	0.03	68.4	0.028	28.3	0.08	39.2	0.069	302	24.3	479	38.7	677	49.5	889	23.6
4sSCNN2025.09		22.3	0.024	36.5	0.034	50.3	0.075	41.8	0.029	339	71.8	520	98.1	708	102	945	105
Base2025.09		20	0.035	45	0.149	41.9	0.168	39.1	0.054	385	39.1	563	53	756	51.9	972	45.7
4sRes2025.09		19.6	0.037	28.4	0.109	56.3	0.203	33.2	0.087	338	36.6	503	64.2	702	55.7	933	53.3