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RF Figure of Merit prediction on RFIC circuit dataset 300k samples
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0.7
PDC
RF-Informed GNN
0.32
2.885
5.45
8.015
Aug 22, 2025
PDC
VGain
PGain
CGain
S11
S22
NF
BW
fosc
TR
Pout
PSAT
DE
PAE
PN
Vswg
Weighted Avg. sMAPE
Updated 1mo ago
Evaluation Results
Method
Method
Links
PDC
VGain
PGain
CGain
S11
S22
NF
BW
fosc
TR
Pout
PSAT
DE
PAE
PN
Vswg
Weighted Avg. sMAPE
RF-Informed GNN
Dataset=Per-class, Tra...
2025.08
0.7
8
5.2
6.1
3.9
1.5
1.2
3
0.7
4.1
2.1
2
1.6
4.9
1.2
2
2.58
FALCON
Dataset=Reduced, Train...
2025.08
10.2
5.8
8.6
6.6
11.5
4.5
5.1
11.1
0.9
7.6
5.6
7.2
11
17.7
1.6
3.2
8.19
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