Geoformer

Reported on 5 benchmarks across 2 tasks · 1 paper

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

Graphs4 results

Graph Property PredictiononQM9
Standardized MAE
0.75
best: 0.52 (GotenNet (Large))
Graph Property PredictiononQM9
alpha (ma)
40
best: 71 (EGNN)
Graph Property PredictiononQM9
gap (meV)
33.8
best: 48 (EGNN)
Graph Property PredictiononQM9
logMAE
-6.12
best: -6.41 (GotenNet (Large))

Knowledge Base1 result

Mathematical ReasoningonPGPS9K
Completion accuracy· 2022-12-06
35.6
best: 65.8 (GOLD)
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression arXiv:2212.02746