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Jamming Signal Classification on Compound Jamming Signals Averaged JNR -20 dB to 15 dB (test)

99.37LFM/PBNJ Precision

SKANet

Updated 3mo ago

Evaluation Results

Method	Links
SKANet 2026.01		99.37	94.36	96.2	96.46	95.87	96.15	94.52	96.26	94.64	96.88	95.06	95.54	96.68	99.09	97.76	96.71	94.91	95.72	96.26	97.55	96.88	97.2	95.81	96.46	98.25	99.82	98.98	96.73	96.53	96.48
TFPENet 2026.01		97.45	95.1	96.26	96.2	94.65	95.42	93.85	93.2	93.52	96.1	93.95	95.01	96.55	97.35	96.95	93.9	96.85	95.35	95.8	94.6	95.2	97.1	95.15	96.11	96.65	96.4	96.52	95.96	95.25	95.59
EfficientNetB0 2026.01		91.36	89.65	90.5	93.85	93.06	93.45	90.9	90.85	90.87	92.2	89.58	90.87	90.5	93.86	92.15	90.95	90.91	90.93	94.24	91.95	93.08	93.73	94.55	94.14	94.01	95.85	94.92	92.42	92.25	92.32
ResNet18 2026.01		89.15	89.2	89.17	92.5	92.15	92.32	88.6	88.45	88.52	87.2	86.8	87	90.1	91.65	90.87	89.85	90.4	90.12	92.3	90.8	91.54	93.1	94.65	93.87	91.55	92.2	91.87	90.48	90.7	90.59
ShuffleNetV2 2026.01		88.5	81.35	84.77	91.15	90.1	90.62	85.9	88.55	87.2	87.45	88.9	88.17	89.8	90.45	90.12	88.65	90.65	89.64	90.2	89.15	89.67	92.45	92.8	92.62	88.1	92.35	90.17	89.13	89.37	89.22
ViT-B-16 2026.01		88.35	79.3	83.58	87.1	90.15	88.6	83.25	88.5	85.79	85.4	85.2	85.3	84.6	87.85	86.19	85.15	81.1	83.08	86.4	88.65	87.51	87.25	87.4	87.32	89.1	89.2	89.15	86.29	86.37	86.28
RCNN 2026.01		87.25	86.15	86.68	88.04	89.05	88.52	86.82	87.2	86.98	89.15	88.6	88.85	87.66	88.85	88.22	88.42	89.4	88.88	89.55	88.38	88.94	92.1	91.8	91.92	88.35	89.12	88.71	88.59	88.73	88.63