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Benchmarks
H&E-to-ST Prediction on HEST
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0.1
Training Time (s/slide)
HiST
-0.2776
2.2712
4.82
7.3688
Jun 12, 2026
Training Time (s/slide)
Inference Time (s/slide)
Allocated Peak Memory (GB)
Reserved Peak Memory (GB)
Allocated Peak Memory per 1k spots (GB/1k)
Reserved Peak Memory per 1k spots (GB/1k)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (s/slide)
Inference Time (s/slide)
Allocated Peak Memory (GB)
Reserved Peak Memory (GB)
Allocated Peak Memory per 1k spots (GB/1k)
Reserved Peak Memory per 1k spots (GB/1k)
HiST
maximum feasible batch...
2026.06
0.1
0.07
1.21
1.38
0.3
0.4
STFlow
maximum feasible batch...
2026.06
2.94
0.76
11.94
46.37
1.8
7.1
ST-Net
maximum feasible batch...
2026.06
6.51
2.02
4.72
8.39
147.5
262.2
BLEEP
maximum feasible batch...
2026.06
9.54
9.9
10.65
12.45
83.2
97.3
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