SPURIOUS-MOTIF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Classification | Spurious-Motif → Spurious-Motif_bias Corr. Shift S→SB | Accuracy53.2 | 15 | |
| Graph Interpretation | SPURIOUS-MOTIF b=0.9 | AUC0.8954 | 9 | |
| Graph Interpretation | SPURIOUS-MOTIF b=0.7 | AUC0.8979 | 9 | |
| Graph Interpretation | SPURIOUS-MOTIF b=0.5 | AUC90.55 | 9 | |
| Graph Classification | SPURIOUS-MOTIF b=0.9 (test) | Accuracy61.49 | 8 | |
| Graph Classification | SPURIOUS-MOTIF b=0.7 (test) | Accuracy67.31 | 8 | |
| Graph Classification | SPURIOUS-MOTIF b=0.5 (test) | Accuracy69.72 | 8 | |
| Graph Interpretation | Spurious-Motif b=0.9 (test) | Precision@552 | 4 | |
| Graph Interpretation | Spurious-Motif b=0.7 (test) | Precision@551.2 | 4 | |
| Graph Interpretation | Spurious-Motif b=0.5 (test) | Precision@553.2 | 4 |
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