QoR Prediction (LUT) on PolyBench C (test)
5.12MAPEDIFFHLS
Evaluation Results
| Method | Links | |
|---|---|---|
| DIFFHLSBackbone=GraphSAGE2026.04 | 5.12 | |
| DIFFHLSBackbone=GCN2026.04 | 5.46 | |
| DIFFHLSBackbone=PNA2026.04 | 5.52 | |
| DIFFHLSBackbone=GAT2026.04 | 6.11 | |
| HGNNBackbone=GraphSAGE2026.04 | 9.86 | |
| HGNNBackbone=PNA2026.04 | 10.55 | |
| HGNNBackbone=GCN2026.04 | 11.27 | |
| HGNNBackbone=GAT2026.04 | 12.34 | |
| GNNBackbone=PNA2026.04 | 22.86 | |
| GNNBackbone=GraphSAGE2026.04 | 28.09 | |
| GNNBackbone=GCN2026.04 | 28.64 | |
| GNNBackbone=GAT2026.04 | 46.19 |