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SOTA
Graphenklassifikation
Graph Classification On Mutag
Graph Classification On Mutag
Metriken
Accuracy
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Columns
Modellname
Accuracy
Paper Title
Evolution of Graph Classifiers
100.00%
Evolution of Graph Classifiers
MEWISPool
96.66%
Maximum Entropy Weighted Independent Set Pooling for Graph Neural Networks
TFGW ADJ (L=2)
96.4%
Template based Graph Neural Network with Optimal Transport Distances
GIUNet
95.7%
Graph isomorphism UNet
G_Inception
95.00%
When Work Matters: Transforming Classical Network Structures to Graph CNN
GIC
94.44%
Gaussian-Induced Convolution for Graphs
CIN++
94.4%
CIN++: Enhancing Topological Message Passing
sGIN
94.14%
Mutual Information Maximization in Graph Neural Networks
CAN
94.1%
Cell Attention Networks
Deep WL SGN(0,1,2)
93.68%
Subgraph Networks with Application to Structural Feature Space Expansion
QS-CNNs (Quantum Walk)
93.13%
Quantum-based subgraph convolutional neural networks
PATCHY-SAN
92.63%
Learning Convolutional Neural Networks for Graphs
DDGK
91.58%
DDGK: Learning Graph Representations for Deep Divergence Graph Kernels
Graph-JEPA
91.25%
Graph-level Representation Learning with Joint-Embedding Predictive Architectures
GraphStar
91.2%
Graph Star Net for Generalized Multi-Task Learning
TREE-G
91.1%
TREE-G: Decision Trees Contesting Graph Neural Networks
SEG-BERT
90.85%
Segmented Graph-Bert for Graph Instance Modeling
GFN
90.84%
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification
PPGN
90.55%
Provably Powerful Graph Networks
GAT-GC (f-Scaled)
90.44%
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation
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Graph Classification On Mutag | SOTA | HyperAI