Graph Classification on PROTEINS (Error Rate & Rank)
1.8Classification Error RateAbstainGNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AbstainGNNCoverage=102026.05 | 1.8 | 1 | |
| SRCoverage=102026.05 | 3.4 | 2.8 | |
| CCL-SCCoverage=102026.05 | 3.5 | 2.7 | |
| GraphPPDCoverage=102026.05 | 4.5 | 4.4 | |
| MC-DropoutCoverage=102026.05 | 5.2 | 4.6 | |
| SATCoverage=102026.05 | 6.1 | 6.1 | |
| Deep GamblersCoverage=102026.05 | 7.8 | 7.3 | |
| AbstainGNNCoverage=302026.05 | 9.5 | 1 | |
| NCwRCoverage=102026.05 | 9.6 | 7.1 | |
| CCL-SCCoverage=302026.05 | 10.4 | 2.7 | |
| SRCoverage=302026.05 | 10.7 | 2.8 | |
| GraphPPDCoverage=302026.05 | 11 | 4.4 | |
| SATCoverage=302026.05 | 12.8 | 6.1 | |
| AbstainGNNCoverage=502026.05 | 12.9 | 1 | |
| Deep GamblersCoverage=302026.05 | 13.4 | 7.3 | |
| SRCoverage=502026.05 | 14.5 | 2.8 | |
| CCL-SCCoverage=502026.05 | 14.8 | 2.7 | |
| MC-DropoutCoverage=302026.05 | 15.2 | 4.6 | |
| GraphPPDCoverage=502026.05 | 15.4 | 4.4 | |
| AbstainGNNCoverage=702026.05 | 17.4 | 1 | |
| SATCoverage=502026.05 | 17.5 | 6.1 | |
| SRCoverage=702026.05 | 17.9 | 2.8 | |
| CCL-SCCoverage=702026.05 | 18.2 | 2.7 | |
| NCwRCoverage=302026.05 | 18.2 | 7.1 | |
| AbstainGNNCoverage=752026.05 | 18.2 | 1 | |
| MC-DropoutCoverage=502026.05 | 18.8 | 4.6 | |
| AbstainGNNCoverage=802026.05 | 19.3 | 1 | |
| Deep GamblersCoverage=502026.05 | 19.5 | 7.3 | |
| CCL-SCCoverage=752026.05 | 19.5 | 2.7 | |
| SRCoverage=752026.05 | 19.6 | 2.8 | |
| GraphPPDCoverage=702026.05 | 20.1 | 4.4 | |
| CCL-SCCoverage=802026.05 | 20.3 | 2.7 | |
| AbstainGNNCoverage=852026.05 | 20.5 | 1 | |
| SRCoverage=802026.05 | 20.7 | 2.8 | |
| GraphPPDCoverage=752026.05 | 21 | 4.4 | |
| MC-DropoutCoverage=702026.05 | 21.3 | 4.6 | |
| MC-DropoutCoverage=752026.05 | 21.4 | 4.6 | |
| CCL-SCCoverage=852026.05 | 21.4 | 2.7 | |
| GraphPPDCoverage=802026.05 | 21.5 | 4.4 | |
| MC-DropoutCoverage=802026.05 | 21.6 | 4.6 | |
| SRCoverage=852026.05 | 21.7 | 2.8 | |
| AbstainGNNCoverage=902026.05 | 21.7 | 1 | |
| MC-DropoutCoverage=902026.05 | 22.1 | 4.6 | |
| MC-DropoutCoverage=852026.05 | 22.2 | 4.6 | |
| AbstainGNNCoverage=952026.05 | 22.7 | 1 | |
| MC-DropoutCoverage=952026.05 | 23 | 4.6 | |
| GraphPPDCoverage=852026.05 | 23.2 | 4.4 | |
| CCL-SCCoverage=902026.05 | 23.4 | 2.7 | |
| SRCoverage=902026.05 | 23.5 | 2.8 | |
| SATCoverage=702026.05 | 23.5 | 6.1 | |
| Deep GamblersCoverage=702026.05 | 23.6 | 7.3 | |
| CCL-SCCoverage=952026.05 | 23.7 | 2.7 | |
| SRCoverage=952026.05 | 23.9 | 2.8 | |
| SATCoverage=752026.05 | 24.2 | 6.1 | |
| NCwRCoverage=952026.05 | 24.5 | 7.1 | |
| GraphPPDCoverage=902026.05 | 24.5 | 4.4 | |
| Deep GamblersCoverage=952026.05 | 24.7 | 7.3 | |
| SATCoverage=952026.05 | 24.7 | 6.1 | |
| GraphPPDCoverage=952026.05 | 24.7 | 4.4 | |
| NCwRCoverage=902026.05 | 24.8 | 7.1 | |
| SATCoverage=802026.05 | 25.2 | 6.1 | |
| Deep GamblersCoverage=752026.05 | 25.4 | 7.3 | |
| SATCoverage=902026.05 | 25.4 | 6.1 | |
| Deep GamblersCoverage=902026.05 | 25.5 | 7.3 | |
| SATCoverage=852026.05 | 25.5 | 6.1 | |
| NCwRCoverage=852026.05 | 25.5 | 7.1 | |
| Deep GamblersCoverage=802026.05 | 25.8 | 7.3 | |
| Deep GamblersCoverage=852026.05 | 25.8 | 7.3 | |
| NCwRCoverage=802026.05 | 25.9 | 7.1 | |
| NCwRCoverage=502026.05 | 26.1 | 7.1 | |
| NCwRCoverage=702026.05 | 26.9 | 7.1 | |
| NCwRCoverage=752026.05 | 26.9 | 7.1 |