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Signal Recognition on Jamming Signal Recognition Dataset

95.45LFM Precision

PhyG-MoE

Updated 3mo ago

Evaluation Results

Method	Links
PhyG-MoE 2026.01		95.45	93.8	94.62	97.55	96.4	96.97	93.2	95.15	94.16	99.1	98.55	98.82	99.6	99.72	99.66	92.5	96.85	89.1	94.85	85.6	90.01	95.6	85.55	90.3	90.15	88.4	89.27	95.25	89.6	92.34	88.75	90.3	89.52	93.54	89.85	91.52	89.45	94.1	91.72	96.2	94.85	95.52	94.1	88.35	91.13	88.5	95.4	86.13	95.85	83.75	89.39	95.2	85.1	89.87	91.62	94.45	91.59	92.65	85.8	89.09	93.65	86.2	89.77
R-CNN 2026.01		95.23	87.17	91.02	79.16	85.87	82.38	83.27	81.99	82.63	91.85	94.06	92.94	89.1	89.46	89.28	75.44	76.43	75.93	86.88	78.02	82.21	71.56	76.87	74.12	70.74	79.65	74.94	74.97	77.75	76.33	75.52	77.11	76.31	84.98	79.38	82.08	80.02	78.91	79.46	85.43	77.58	81.32	74.51	74.81	74.66	83.02	80.17	81.57	78.52	72.87	75.59	84.36	77.38	80.72	78.37	82.52	80.39	68.07	82.14	74.45	82.61	76.22	79.29
ResNet-18 2026.01		94.67	90.58	92.58	85.71	89.25	87.44	83.45	89.86	86.54	97.29	95.21	96.24	96.86	91.74	94.23	90.37	79.18	84.4	94.6	82.07	87.89	84.86	81.71	83.26	67.99	87.06	76.36	77.19	85.32	81.05	89.21	81.02	84.92	83.54	81.71	87.23	76.49	86.25	81.08	85.97	85.97	85.97	77.69	77.95	77.81	85.5	81.24	83.31	79.84	77.38	78.59	68	85.86	75.89	81.62	80.78	85.86	88.2	81.38	84.65	81.32	82.52	81.92
TFPENet 2026.01		94.62	89.41	93.79	95.69	93.05	95.31	85.05	98.52	91.29	98.13	96.81	97.46	98.84	99.06	98.95	87.03	90.46	88.71	94.22	84.45	89.07	93.57	82.39	87.63	72.49	92.08	81.12	94.12	86.39	91	89.45	87.45	88.44	92.24	86.26	89.15	76.2	93.77	84.08	94	85.31	90.78	85.91	84.19	85.04	70.8	89.72	79.15	87.63	81.21	84.3	91.66	80.76	85.87	83.33	91.16	87.07	86.31	83.71	84.99	92.47	82.1	86.98
EfficientNet 2026.01		94.21	89.1	91.58	78.4	88.5	83.15	87.5	84.76	86.11	96.34	92.34	94.3	89.69	90.46	90.07	87.88	80.2	83.87	93.05	81.71	87.01	70.65	83.4	76.5	63.86	86.06	73.32	83.95	80.95	82.42	85.44	80.98	83.15	92.59	81.42	86.65	87.96	82.11	84.93	87.95	83.82	85.84	79.67	78.22	78.94	71.12	85.49	77.64	88.49	73.51	80.31	71.43	83.5	76.99	85.77	80.01	82.79	91.69	78.07	85.58	78.34	82.2	80.22
ViT-B/16 2026.01		85.03	85.35	85.19	75	83.72	79.12	81.62	81.02	81.32	94.68	89.2	91.86	90.68	85.49	88.01	83.93	73.04	78.11	93.4	77.96	84.99	69.7	78.9	74.02	61.43	78.66	68.98	63.87	83.08	72.22	90.95	70.7	79.56	86.37	77.17	81.51	77.9	81.01	79.43	91.32	79.16	84.81	63.3	74.62	68.5	77.88	76.29	77.08	76.82	71.33	73.97	84.74	74.62	79.36	74.22	80.29	77.13	86.88	72.11	78.81	69.14	77.93	73.27