Multiframe Infrared Small Target Detection on TSIRMT Hard benchmark leaderboard · SOTA2 Research

Multiframe Infrared Small Target Detection on TSIRMT Hard

65.63IoUTEP-SAM (SAM2-L)

Evaluation Results

Method	Links
TEP-SAM (SAM2-L)2026.06		65.63	67.89	88.19	112.2
TEP-SAM (SAM-B)2026.06		65.22	66.34	86.46	205.92
TEP-SAM (SAM-L)2026.06		63.95	65.22	82.68	158.44
TEP-SAM (SAM2-B)2026.06		63.44	64.33	84.84	216.12
LMAFormer2026.06		55.56	59.07	79.05	272.39
SAM-SPL+DTUM2026.06		50.55	51.51	76.78	666.03
SAM-I2V2026.06		50.21	42.33	81.68	999
SAM-I2V2026.06		49.81	43.05	72.94	999
SAM2 (Ravi et al.)2026.06		47.06	49.83	72.22	337.29
ResUNet+RFR2026.06		46.32	48.93	66.73	670.36
DNANet+DTUM2026.06		45.8	46.45	62.22	211.01
DeepPro-Plus2026.06		44.7	47.75	72.7	328.09
ResUNet+DTUM2026.06		42.35	45.57	62.83	513.53
DNANet2026.06		40.18	40.96	41.27	270.62
HCFNet2026.06		39.57	40.44	48.95	229.8
UIUNet2026.06		35.64	36.25	46.09	206.46
SAM+XMem2026.06		34.9	42.94	52.59	89.61
SAM+XMem++2026.06		34.67	42.88	52.25	89.83
SAM-SPL2026.06		33.28	36.2	50.86	999
SAM-SPL+3DConv2026.06		32.71	36.07	50.72	904.36
SAM2 (Ravi et al.)2026.06		27.03	2.08	58.12	999
SAM-SPL+XMem2026.06		26.08	29.44	43.31	999
SAM-SPL+XMem++2026.06		25.7	29.25	42.42	999
DeepPro2026.06		25.42	28.16	52.49	571.55
SAMURAI2026.06		21.54	14.97	49.21	999
SAM-SPL+Temporal-Pooling2026.06		20.21	26.08	39.12	495.29
SAM+XMem++2026.06		19.95	1.42	43.62	999
SAM+XMem2026.06		19.64	1.41	44.08	999
4D-TR2026.06		4.11	4.17	48	52.15
SRSTT2026.06		2.06	2.18	26.86	397.04
WSLCM2026.06		1.64	2.37	18.04	59.81
RIPT2026.06		1.26	2.08	33.37	235.31
ANLPT2026.06		1.01	1.29	17.15	137.61
NFTDGSTV2026.06		0.28	0.52	13.96	205.12