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Code and stored results for AI-native multi-user semantic communications (JSAC submission)

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KiHoLee
2026-08-02 16:49:49 +09:00
commit bed475c954
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results_mnist/mnist_flat.csv
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method,snr_db,ser
transformer,10,0.14541015625
transformer,20,0.05712890625
transformer,30,0.029850260416666666
peruser,10,0.16139322916666668
peruser,20,0.06409505208333334
peruser,30,0.037760416666666664
softmax,10,0.15491536458333333
softmax,20,0.058984375
softmax,30,0.03313802083333333
signed,10,0.14690755208333334
signed,20,0.05218098958333333
signed,30,0.024348958333333334
signed_maml,10,0.13597005208333332
signed_maml,20,0.0509765625
signed_maml,30,0.026822916666666665
1 method snr_db ser
2 transformer 10 0.14541015625
3 transformer 20 0.05712890625
4 transformer 30 0.029850260416666666
5 peruser 10 0.16139322916666668
6 peruser 20 0.06409505208333334
7 peruser 30 0.037760416666666664
8 softmax 10 0.15491536458333333
9 softmax 20 0.058984375
10 softmax 30 0.03313802083333333
11 signed 10 0.14690755208333334
12 signed 20 0.05218098958333333
13 signed 30 0.024348958333333334
14 signed_maml 10 0.13597005208333332
15 signed_maml 20 0.0509765625
16 signed_maml 30 0.026822916666666665