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Benchmarks
Relationship Prediction on Continual biomedical relationship prediction 10 tasks
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13.6
AP
CMKL (text only)
3.512
6.131
8.75
11.369
May 11, 2026
AP
AF
BWT
REM
Updated 2mo ago
Evaluation Results
Method
Method
Links
AP
AF
BWT
REM
CMKL (text only)
Decoder=DistMult, Seed...
2026.05
13.6
0.7
0.7
99.3
CMKL (struct only)
Decoder=DistMult, Seed...
2026.05
7.1
4.3
4.3
95.7
CMKL (MoE)
Decoder=DistMult, Seed...
2026.05
6.2
4.3
4.3
95.7
Naive Sequential
Decoder=DistMult, Seeds=5
2026.05
5.8
0.4
0.4
99.6
EWC
Decoder=DistMult, Seeds=5
2026.05
5.8
0.6
0.6
99.4
Joint Training
Decoder=DistMult, Seeds=5
2026.05
4.7
-
-
-
LKGE
Decoder=TransE, Seeds=5
2026.05
3.9
1.2
1
99
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