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Multi-label Graph Classification on PEPTIDES-FUNC Long-Range Graph Benchmark (test)
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70.74
AP
CRAWL
54.3496
58.6048
62.86
67.1152
Feb 17, 2021
Jul 22, 2021
Dec 25, 2021
May 30, 2022
Nov 2, 2022
Apr 7, 2023
Sep 10, 2023
AP
Updated 4d ago
Evaluation Results
Method
Method
Links
AP
CRAWL
l (number of walks)=10...
2021.02
70.74
SAN
2021.02
64.39
SAN
Positional Encoding=RWSE
2023.09
64.39
SAN
Positional Encoding=LapPE
2023.09
63.84
TRANSFORMER
2021.02
63.26
Transformer
Positional Encoding=LapPE
2023.09
63.26
GATEDGCN
2021.02
60.69
GatedGCN
Positional Encoding=RWSE
2023.09
60.69
2-DRFWL(2) GNN
2023.09
59.53
GCN
2021.02
59.3
GCN
2023.09
59.3
GatedGCN
2023.09
58.64
GCNII
2023.09
55.43
GINE
2021.02
54.98
GINE
2023.09
54.98
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