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Infrared Small Target Detection on NUDT-SIRST 663:664 (test)

96.5IoU

MSDA-Net + FDEP Framework

Updated 1mo ago

Evaluation Results

Method
MSDA-Net + FDEP Framework 2025.12	96.5	99.37	99.5	97.91	97.43
MSDA-Net 2025.12	96.5	99.37	99.5	97.91	97.43
MSDA-Net 2025.12	96.03	99.15	99.54	97.1	96.66
MSDA-Net 2025.12	96.03	99.15	99.54	97.1	96.66
MSDA-Net + FDEP w/o CO-ISD 2025.12	96.01	99.05	99.43	98.08	97.53
MSDA-Net 2025.12	96.01	99.05	99.43	98.08	97.53
MLCL-Net 2025.12	95.82	99.47	99.48	98.21	97.7
UIU-Net 2025.12	95.55	99.37	99.47	97.9	97.38
UIU-Net 2025.12	95.52	99.05	99.4	97.89	97.3
GGL-Net 2025.12	95.49	99.26	99.4	98	97.41
DNA-Net 2025.12	95.45	99.37	99.45	98	97.47
GGL-Net 2025.12	95.23	99.05	99.36	97.46	96.84
DNA-Net 2025.12	95.2	99.26	99.47	98.21	97.69
DNA-Net 2025.12	95.17	99.26	99.45	96.88	96.34
DNA-Net 2025.12	95.17	99.26	99.45	96.88	96.34
MLCL-Net 2025.12	94.93	99.05	99.37	97.3	96.69
UIU-Net 2025.12	94.88	99.05	99.44	97.59	97.05
UIU-Net 2025.12	94.88	99.05	99.44	97.59	97.05
GGL-Net 2025.12	94.68	98.94	99.25	97.26	96.53
GGL-Net 2025.12	94.68	98.94	99.25	97.26	96.53
MLCL-Net 2025.12	94.47	98.73	99.35	96.73	96.11
MLCL-Net 2025.12	94.47	98.73	99.35	96.73	96.11
ALCL-Net 2025.12	94.44	98.94	99.31	96.54	95.88
ALCL-Net 2025.12	94.39	98.1	99.01	96.41	95.46
ALCL-Net 2025.12	94.25	99.15	99.38	94.25	93.66
ALCL-Net 2025.12	94.25	99.15	99.38	94.25	93.66
SCTransNet 2025.12	93.74	98.84	98.71	96.66	95.41
SDSNet 2025.12	92.97	99.26	99.07	96.18	95.29
ILNet 2025.12	91.74	98.62	98.79	94.76	93.61
RPCANet 2025.12	87.54	95.56	94.11	90.07	84.77
MTU-Net 2025.12	84.65	97.66	95.02	93.86	89.18
ALCNet 2025.12	77.01	98.2	93.95	89.42	84.01
ALCNet 2025.12	74.15	97.14	92.04	88.97	81.89
ALCNet 2025.12	72.73	96.19	91.2	88.86	81.04
ALCNet 2025.12	72.73	96.19	91.2	88.86	81.04
ACM 2025.12	72.16	98.41	90.85	85.78	77.93
ACM 2025.12	69.82	97.67	89.56	85.24	76.34
ACM 2025.12	67.31	97.88	86.31	85.22	73.55
ACM 2025.12	67.31	97.88	86.31	85.22	73.55
NIPPS 2025.12	18.66	68.89	54.29	42.13	22.87
FKRW 2025.12	14.7	58.1	21.74	37.7	8.2
MPCM 2025.12	12.55	64.34	22.42	10.57	2.37