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Benchmarks
3D Medical Image Segmentation on BraTS (test)
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1.5
Memory Usage (GB)
RefineFormer3D
0.772
5.686
10.6
15.514
Feb 18, 2026
Memory Usage (GB)
GPU Latency (ms)
CPU Latency (ms)
Updated 3d ago
Evaluation Results
Method
Method
Links
Memory Usage (GB)
GPU Latency (ms)
CPU Latency (ms)
RefineFormer3D
Params (M)=2.94, FLOPs...
2026.02
1.5
8.35
296
DS-UNETR++
Params (M)=42.6, FLOPs...
2026.02
2.4
62.4
1,498
UNETR
Params (M)=92.5, FLOPs...
2026.02
3.3
82.5
2,145
nnFormer
Params (M)=149.6, FLOP...
2026.02
12.6
148
5,248
SwinUNETR
Params (M)=62.8, FLOPs...
2026.02
19.7
228.6
7,612
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