CIN

Reported on 5 benchmarks across 4 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs4 results

Graph RegressiononZINC
MAE· 2021-06-23
0.079
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
SOTA
Weisfeiler and Lehman Go Cellular: CW Networks arXiv:2106.12575
Graph RegressiononZINC-500k
MAE· 2021-06-23
0.079
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
SOTA
Weisfeiler and Lehman Go Cellular: CW Networks arXiv:2106.12575
Graph ClassificationonCSL
Acc· 2021-06-23
1
SOTA
Weisfeiler and Lehman Go Cellular: CW Networks arXiv:2106.12575
Graph Property Predictiononogbg-molhiv
Number of params· 2021-06-23
239745
best: 47183040 (Graphormer)
Weisfeiler and Lehman Go Cellular: CW Networks arXiv:2106.12575

Methodology1 result

ClassificationonCSL
Acc· 2021-06-23
1
SOTA
Weisfeiler and Lehman Go Cellular: CW Networks arXiv:2106.12575