task_path
stringlengths 3
199
⌀ | dataset
stringlengths 1
128
⌀ | model_name
stringlengths 1
223
⌀ | paper_url
stringlengths 21
601
⌀ | metric_name
stringlengths 1
50
⌀ | metric_value
stringlengths 1
9.22k
⌀ |
|---|---|---|---|---|---|
Link Prediction
|
Cora (nonstandard variant)
|
GLACE
|
https://arxiv.org/abs/1912.00536v1
|
AP
|
98.52
|
Link Prediction
|
FB15k-237
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
MRR
|
0.415
|
Link Prediction
|
FB15k-237
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
Hits@10
|
0.599
|
Link Prediction
|
FB15k-237
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
Hits@3
|
0.454
|
Link Prediction
|
FB15k-237
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
Hits@1
|
0.321
|
Link Prediction
|
FB15k-237
|
NBFNet
|
https://arxiv.org/abs/2106.06935v4
|
MR
|
114
|
Link Prediction
|
FB15k-237
|
KG-R3 (this work)
|
https://arxiv.org/abs/2212.09724v3
|
MRR
|
0.39
|
Link Prediction
|
FB15k-237
|
KG-R3 (this work)
|
https://arxiv.org/abs/2212.09724v3
|
Hits@3
|
0.413
|
Link Prediction
|
FB15k-237
|
KG-R3 (this work)
|
https://arxiv.org/abs/2212.09724v3
|
Hits@1
|
0.315
|
Link Prediction
|
FB15k-237
|
Relphormer
|
https://arxiv.org/abs/2205.10852v6
|
MRR
|
0.371
|
Link Prediction
|
FB15k-237
|
Relphormer
|
https://arxiv.org/abs/2205.10852v6
|
Hits@10
|
0.481
|
Link Prediction
|
FB15k-237
|
Relphormer
|
https://arxiv.org/abs/2205.10852v6
|
Hits@1
|
0.314
|
Link Prediction
|
FB15k-237
|
MetaSD
|
https://arxiv.org/abs/2305.12209v1
|
MRR
|
0.391
|
Link Prediction
|
FB15k-237
|
MetaSD
|
https://arxiv.org/abs/2305.12209v1
|
Hits@10
|
0.571
|
Link Prediction
|
FB15k-237
|
MetaSD
|
https://arxiv.org/abs/2305.12209v1
|
Hits@3
|
0.428
|
Link Prediction
|
FB15k-237
|
MetaSD
|
https://arxiv.org/abs/2305.12209v1
|
Hits@1
|
0.300
|
Link Prediction
|
FB15k-237
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
MRR
|
0.389
|
Link Prediction
|
FB15k-237
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@10
|
0.568
|
Link Prediction
|
FB15k-237
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@3
|
0.424
|
Link Prediction
|
FB15k-237
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
Hits@1
|
0.298
|
Link Prediction
|
FB15k-237
|
ComplEx-N3-RP
|
https://arxiv.org/abs/2110.02834v1
|
MR
|
163
|
Link Prediction
|
FB15k-237
|
SAFRAN
|
https://arxiv.org/abs/2109.08002v1
|
MRR
|
0.389
|
Link Prediction
|
FB15k-237
|
SAFRAN
|
https://arxiv.org/abs/2109.08002v1
|
Hits@10
|
0.537
|
Link Prediction
|
FB15k-237
|
SAFRAN
|
https://arxiv.org/abs/2109.08002v1
|
Hits@1
|
0.298
|
Link Prediction
|
FB15k-237
|
MoCoKGC
|
https://aclanthology.org/2024.emnlp-main.832/
|
MRR
|
0.391
|
Link Prediction
|
FB15k-237
|
MoCoKGC
|
https://aclanthology.org/2024.emnlp-main.832/
|
Hits@10
|
0.580
|
Link Prediction
|
FB15k-237
|
MoCoKGC
|
https://aclanthology.org/2024.emnlp-main.832/
|
Hits@3
|
0.431
|
Link Prediction
|
FB15k-237
|
MoCoKGC
|
https://aclanthology.org/2024.emnlp-main.832/
|
Hits@1
|
0.296
|
Link Prediction
|
FB15k-237
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
MRR
|
0.387
|
Link Prediction
|
FB15k-237
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@10
|
0.578
|
Link Prediction
|
FB15k-237
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@3
|
0.42
|
Link Prediction
|
FB15k-237
|
MoCoSA
|
https://arxiv.org/abs/2308.08204v1
|
Hits@1
|
0.292
|
Link Prediction
|
FB15k-237
|
kNN-KGE
|
https://arxiv.org/abs/2201.05575v4
|
MRR
|
0.370
|
Link Prediction
|
FB15k-237
|
kNN-KGE
|
https://arxiv.org/abs/2201.05575v4
|
Hits@10
|
0.550
|
Link Prediction
|
FB15k-237
|
kNN-KGE
|
https://arxiv.org/abs/2201.05575v4
|
Hits@3
|
0.404
|
Link Prediction
|
FB15k-237
|
kNN-KGE
|
https://arxiv.org/abs/2201.05575v4
|
Hits@1
|
0.280
|
Link Prediction
|
FB15k-237
|
kNN-KGE
|
https://arxiv.org/abs/2201.05575v4
|
MR
|
185
|
Link Prediction
|
FB15k-237
|
ComplEx-DURA
|
https://arxiv.org/abs/2011.05816v2
|
MRR
|
0.371
|
Link Prediction
|
FB15k-237
|
ComplEx-DURA
|
https://arxiv.org/abs/2011.05816v2
|
Hits@10
|
0.560
|
Link Prediction
|
FB15k-237
|
ComplEx-DURA
|
https://arxiv.org/abs/2011.05816v2
|
Hits@1
|
0.276
|
Link Prediction
|
FB15k-237
|
MEIM
|
https://arxiv.org/abs/2209.15597v2
|
MRR
|
0.369
|
Link Prediction
|
FB15k-237
|
MEIM
|
https://arxiv.org/abs/2209.15597v2
|
Hits@10
|
0.557
|
Link Prediction
|
FB15k-237
|
MEIM
|
https://arxiv.org/abs/2209.15597v2
|
Hits@3
|
0.406
|
Link Prediction
|
FB15k-237
|
MEIM
|
https://arxiv.org/abs/2209.15597v2
|
Hits@1
|
0.274
|
Link Prediction
|
FB15k-237
|
NePTuNe
|
https://arxiv.org/abs/2104.07824v1
|
MRR
|
0.366
|
Link Prediction
|
FB15k-237
|
NePTuNe
|
https://arxiv.org/abs/2104.07824v1
|
Hits@10
|
0.547
|
Link Prediction
|
FB15k-237
|
NePTuNe
|
https://arxiv.org/abs/2104.07824v1
|
Hits@3
|
0.404
|
Link Prediction
|
FB15k-237
|
NePTuNe
|
https://arxiv.org/abs/2104.07824v1
|
Hits@1
|
0.272
|
Link Prediction
|
FB15k-237
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
MRR
|
0.365
|
Link Prediction
|
FB15k-237
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@10
|
0.552
|
Link Prediction
|
FB15k-237
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@3
|
0.402
|
Link Prediction
|
FB15k-237
|
MEI
|
https://arxiv.org/abs/2006.16365v2
|
Hits@1
|
0.271
|
Link Prediction
|
FB15k-237
|
SE-GNN (ours)
|
https://arxiv.org/abs/2109.11800v3
|
MRR
|
0.365
|
Link Prediction
|
FB15k-237
|
SE-GNN (ours)
|
https://arxiv.org/abs/2109.11800v3
|
Hits@10
|
0.549
|
Link Prediction
|
FB15k-237
|
SE-GNN (ours)
|
https://arxiv.org/abs/2109.11800v3
|
Hits@3
|
0.399
|
Link Prediction
|
FB15k-237
|
SE-GNN (ours)
|
https://arxiv.org/abs/2109.11800v3
|
Hits@1
|
0.271
|
Link Prediction
|
FB15k-237
|
SE-GNN (ours)
|
https://arxiv.org/abs/2109.11800v3
|
MR
|
157
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
MRR
|
0.364
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@10
|
0.55
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@3
|
0.402
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS pretrained)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@1
|
0.269
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
MRR
|
0.363
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@10
|
0.548
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@3
|
0.4
|
Link Prediction
|
FB15k-237
|
RESCAL (SCE w/ LS)
|
https://arxiv.org/abs/2106.07250v4
|
Hits@1
|
0.269
|
Link Prediction
|
FB15k-237
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
MRR
|
0.365
|
Link Prediction
|
FB15k-237
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@10
|
0.563
|
Link Prediction
|
FB15k-237
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@3
|
0.40
|
Link Prediction
|
FB15k-237
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
Hits@1
|
0.268
|
Link Prediction
|
FB15k-237
|
QuatDE
|
https://arxiv.org/abs/2105.09002v2
|
MR
|
90
|
Link Prediction
|
FB15k-237
|
SAttLE
|
https://arxiv.org/abs/2112.10644v3
|
MRR
|
0.36
|
Link Prediction
|
FB15k-237
|
SAttLE
|
https://arxiv.org/abs/2112.10644v3
|
Hits@10
|
0.545
|
Link Prediction
|
FB15k-237
|
SAttLE
|
https://arxiv.org/abs/2112.10644v3
|
Hits@3
|
0.396
|
Link Prediction
|
FB15k-237
|
SAttLE
|
https://arxiv.org/abs/2112.10644v3
|
Hits@1
|
0.268
|
Link Prediction
|
FB15k-237
|
GC-OTE
|
https://arxiv.org/abs/1911.04910v3
|
MRR
|
0.361
|
Link Prediction
|
FB15k-237
|
GC-OTE
|
https://arxiv.org/abs/1911.04910v3
|
Hits@10
|
0.550
|
Link Prediction
|
FB15k-237
|
GC-OTE
|
https://arxiv.org/abs/1911.04910v3
|
Hits@3
|
0.396
|
Link Prediction
|
FB15k-237
|
GC-OTE
|
https://arxiv.org/abs/1911.04910v3
|
Hits@1
|
0.267
|
Link Prediction
|
FB15k-237
|
GC-OTE
|
https://arxiv.org/abs/1911.04910v3
|
MR
|
154
|
Link Prediction
|
FB15k-237
|
StAR
|
https://arxiv.org/abs/2004.14781v2
|
MRR
|
0.365
|
Link Prediction
|
FB15k-237
|
StAR
|
https://arxiv.org/abs/2004.14781v2
|
Hits@10
|
0.562
|
Link Prediction
|
FB15k-237
|
StAR
|
https://arxiv.org/abs/2004.14781v2
|
Hits@3
|
0.404
|
Link Prediction
|
FB15k-237
|
StAR
|
https://arxiv.org/abs/2004.14781v2
|
Hits@1
|
0.266
|
Link Prediction
|
FB15k-237
|
StAR
|
https://arxiv.org/abs/2004.14781v2
|
MR
|
117
|
Link Prediction
|
FB15k-237
|
KERMIT
|
https://arxiv.org/abs/2309.14770v2
|
MRR
|
0.359
|
Link Prediction
|
FB15k-237
|
KERMIT
|
https://arxiv.org/abs/2309.14770v2
|
Hits@10
|
0.547
|
Link Prediction
|
FB15k-237
|
KERMIT
|
https://arxiv.org/abs/2309.14770v2
|
Hits@3
|
0.396
|
Link Prediction
|
FB15k-237
|
KERMIT
|
https://arxiv.org/abs/2309.14770v2
|
Hits@1
|
0.266
|
Link Prediction
|
FB15k-237
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
MRR
|
0.358
|
Link Prediction
|
FB15k-237
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@10
|
0.544
|
Link Prediction
|
FB15k-237
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@3
|
0.394
|
Link Prediction
|
FB15k-237
|
TuckER
|
https://arxiv.org/abs/1901.09590v2
|
Hits@1
|
0.266
|
Link Prediction
|
FB15k-237
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
MRR
|
0.345
|
Link Prediction
|
FB15k-237
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@10
|
0.507
|
Link Prediction
|
FB15k-237
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@3
|
0.369
|
Link Prediction
|
FB15k-237
|
RotatE + GreenKGC (Ours)
|
https://arxiv.org/abs/2208.09137v2
|
Hits@1
|
0.265
|
Link Prediction
|
FB15k-237
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
MRR
|
0.357
|
Link Prediction
|
FB15k-237
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@10
|
0.545
|
Link Prediction
|
FB15k-237
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@3
|
0.391
|
Link Prediction
|
FB15k-237
|
LineaRE
|
https://arxiv.org/abs/2004.10037v2
|
Hits@1
|
0.264
|
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