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Benchmarks

Task NameDataset NameSOTA ResultTrend
Node ClassificationCite semi-supervised
Accuracy75.25
61
Single-cell interpolationCite 5D
EMD0.724
12
Population Growth Modeling50D CITE t=3
W132.23
12
Population Growth Modeling50D CITE t=2
W1 Score27.478
12
Population Growth Modeling50D CITE t=1
W127.509
12
Cell state distribution predictionCITE 50D (held-out)
Mean W139.574
8
Time-point interpolationCite
EMD0.791
5
Inference Time ComparisonCITE
Speedup (vs WFR-FM RK)38
1
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