Multiframe Infrared Small Target Detection on TSIRMT (All) benchmark leaderboard · SOTA2 Research

Multiframe Infrared Small Target Detection on TSIRMT (All)

74.34IoUTEP-SAM (SAM-B)

Evaluation Results

Method	Links
TEP-SAM (SAM-B)2026.06		74.34	73.21	92.04	108.97
TEP-SAM (SAM2-L)2026.06		74.06	73.79	93.18	59.29
TEP-SAM (SAM-L)2026.06		73.43	72.42	89.29	77.37
TEP-SAM (SAM2-B)2026.06		72.64	71.68	91.42	104.26
LMAFormer2026.06		65.89	65.63	86.1	185.78
SAM-I2V2026.06		63.49	55.67	83.77	878
SAM-I2V2026.06		61.7	53.1	87.88	999
SAM-SPL+DTUM2026.06		61.17	59.78	83.24	392.28
SAM2 (Ravi et al.)2026.06		59.39	58.89	81.61	196.39
ResUNet+RFR2026.06		58.14	57.04	79.32	629.09
DNANet+DTUM2026.06		57.87	59.29	74.51	184.2
DeepPro-Plus2026.06		57.7	57.09	82.38	282.71
ResUNet+DTUM2026.06		54.59	54.16	75.36	469.43
SAM+XMem2026.06		50.81	53.04	67.05	84.53
SAM+XMem++2026.06		49.94	52.57	66.52	84.28
SAM-SPL2026.06		49.36	46.53	66.96	852.16
SAM-SPL+3DConv2026.06		49.36	46.93	67.11	768.54
HCFNet2026.06		48.53	49.63	59.55	192.4
SAM2 (Ravi et al.)2026.06		48.41	4.53	73.02	999
DNANet2026.06		46.07	46.92	62.48	190.33
DeepPro2026.06		43.03	42.03	70.05	486.98
UIUNet2026.06		42.48	43.77	58.79	221.69
SAM+XMem2026.06		41.82	3.06	61.03	999
SAM-SPL+XMem2026.06		41.77	38.34	58.74	999
SAM+XMem++2026.06		41.2	3.07	60.56	999
SAM-SPL+XMem++2026.06		40.85	37.98	57.94	999
SAM-SPL+Temporal-Pooling2026.06		34.91	36.7	58.54	383.42
SAMURAI2026.06		28.94	17.63	55.79	999
4D-TR2026.06		7.27	7.41	52.84	66.34
WSLCM2026.06		2.89	4.08	27.21	243.14
SRSTT2026.06		2.73	2.94	39.15	362.53
ANLPT2026.06		2.12	2.89	28.55	329.81
RIPT2026.06		2.1	3.14	28.21	211.12
NFTDGSTV2026.06		0.55	0.94	20.57	180.68