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Kantenvorhersage in Graphen
Vorhersage der Existenz oder Wahrscheinlichkeit von Kanten zwischen Knoten in einem Graphen, verwendet für Empfehlungssysteme und Knowledge-Graph-Vervollständigung.
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Insgesamt 31 Modelle
Benchmarks
wn18rr
GFA-NN
FB15k-237
Cora
wn18
Inverse Model
PubMed
Citeseer
FB15k
AutoKGE
Reddit
GDELT
LastFM
Wikipedia
MOOC
pcqm-contact
ViT-PS
yago3-10
MEIM
icews05-15
TNTComplEx (x10)
icews14
TNTComplEx (x10)
wikidata5m
Enron
AD
Eleme
fb15k
ComplEx-N3 (reciprocal)
Manosphere
umls
LP-BERT
Photo
Avazu
CoDEx Medium
ULTRA
Criteo
DBLP Temporal
Euler
Enron Emails
Euler
Junyi
Chameleon
CoDEx Small
ComplEx-N3-RP
CoDEx Large
DBLP
mESC
MicroVideo1.7M
ogbl-collab
UCI
Assistment09
Assit2017
EBNeRD-small
Facebook
fb122
Prob-CBR
Frcsub
KuaiRand-Pure
KuaiVideo
Neurips2020
ogbl-ppa
PPI
SocialEvo
Statics2011
WikiTalk
wordnet
Hyperbolic Entailment Cones
2022-BSS
Airport
Ali-CCP
Bitcoin-alpha
Cora-full
Crocodile
DrugBank
Elliptic
KEGG
mHSC-E
mHSC-GM
mHSC-L
OGB-biokg
ogbl-ddi
TSP/HCP Benchmark set
EGT
UN Trade
Yelp
Can. Parl.
Computers
DBE-KT22
Epinions
Gene Regulatory Networks (DynGen)
hESC
hHEP
jf17k
KG20C
MEI (small)
nell-995
Prob-CBR
OGBG-MOLPCBA
Slashdot
Squirrel
StackOF
Twitch
UN Vote
US Legis.
ADV
Ali-CPP
Amazon-Book
Aminer
Arxiv-Year
AskUbuntu
Bitcoin-OTC
BN
Bonanza
C.ele
CausalTime
Citeseer (biased evaluation)
GraphStar (double weight on positive examples)
CO
COLLAB
Contact
Cora (biased evaluation)
GraphStar (double weight on positive examples)
CP
Decagon
Decagon
Douban
EML
EN
FL
GP
Gr-QC
GRN
GRQ
HepPh
HPD
Ia-Enron
ILPC22-Large
ILPC22-Small
Inductive NodePiece + GNN
KHN
LA
LDG
LFB
Linear ER60
livejournal
PyTorch BigGraph
mDC
ML-1M
MO
NetSim
ogbl-molhiv
ogbn-proteins
PEPTIDES-FUNC
Polyvore
Pubmed (biased evaluation)
GraphStar (double weight on positive examples)
QR
RE
RelBench
SE
Slepemapy
SMG
Social Evo.
SuperUser
U.S. House
UC
UNVote
US
UT
UV
Vessel
VG
VN
Wiki
WK
yago15k
TNTComplEx (x10)
YAGO37
SEEK
YST
ZWL
10×Multiome
10×PBMC
12-11-2 Synthetic Systems
2022-SH
2022-SZ
2023-BSS
2023-SH
2023-SZ
3Sources
Aarhus
AbstRCT - Neoplasm
ResAttArg
acm
ACT
Action Genome
ActsTrack
AE-ES
AE-FR
AE-NL
AE-US
Amazon movies
Aminer(D)
Android
Aristo-v4
ComplEx-N3-RP
Arts
Assist2009
AVS
BCC
Beauty
Bitcoin
BJ
BlogCatalog
BookCrossing
Business
CD
cdcp
CEV
ChCh-Miner
Christianity
CIKM 2019
Citeseer (nonstandard variant)
CMI-9589
CMI-9905
CMI-Zero
College
CollegeMsg
Contacts
Cora (nonstandard variant)
GLACE
CRISPR
CS
D1
D2
D3
DblLinear
DblMass
DBS
DDB14
ConE
DeepDDI
Diginetica
Disease
DRI Corpus
Education
Eedi
Enzymes
ESL
fb-auto
BoxE
FB15k-237-ind
kNN-KGE
FB15k (filtered)
ParTransH
FINANCE
Flickr
Flights
flow cytometry data
Foursquare-Facebook
General SBM
GitHub
GO21
ConE
Googlemap CT
GPCRs
GSM8K
Health
HumanEval
ICEWS1819
IEEE-CIS
Ifly
IMDB
Industrial
ISP-Weibo
ISSAAC-seq
JH55
Kapferer
last-fm
LD Cycles
LEV
LonRail
Lorenz-96
Lorenz96
Math
Mathoverflow
Memetracker
MIMIC-III-MED
MIMIC-IV-GU
MIMIC-IV-OMED
MINESWEEPER
MIRFlickr
MMLU
MoocRadar
Movielens
MovieLens-1M
Movies and TV
MPG
MPLN simulation (random graph)
Myket
NC8
ND8
NDC_class
NDC-class
Nearby
NELL-955
News
OBJECT
OGB-DDI
OGBN-MAG
OpenBG500
ORF
Outbrain
Physics
Pubmed (nonstandard variant)
GLACE
QUESTIONS
Recreation
Reddit-body
Reddit-title
rel-amazon
rel-avito
rel-event
rel-f1
rel-hm
rel-stack
rel-trial
RetailRocket
Rössler
RW Comp
SCENE
SCOP
Shapes
SHARE-seq
SNARE-seq
Social Evolution
DyG2Vec
Society
Spiral Noise
Stack
Stack elec
Stack ubuntu
Stack-Overflow
Stackexchange
SVAMP
Syntren
Taobao
Taobao AD
Texas
TF
TOLOKERS
Tornado Cash
TVSEM
Twitter
Twitter-Facebook
Twitter-Foursquare
Ubuntu
UCI-Message
USPTO-Condition
Video Games
VN_NS_100
VN_NS_15
VN_NS_30
VN_NS_50
VN_SP_100
VN_SP_15
VN_SP_30
VN_SP_50
VOC07
Weibo
Wiki-rfa
Wiki-Talk
wikidata12k
TimePlex
wikipeople
HAHE
WN18 (filtered)
ParTransH
XA
yago11k
YAGO39K
TransC (bern)
Yeast
Yelp(C)
Yelp(D)
ZhangDDI