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Benchmarks
Medical Image Segmentation on Chest X-ray (test)
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95.63
DSC
SAM Ada-LoRA + D-QAT
92.146
93.0505
93.955
94.8595
Apr 1, 2026
DSC
IoU
NSD
Updated 17d ago
Evaluation Results
Method
Method
Links
DSC
IoU
NSD
SAM Ada-LoRA + D-QAT
Quantization=Decoder-only
2026.04
95.63
92.24
92.93
SAM Ada-LoRA + Full QAT
Quantization=Full QAT
2026.04
95.59
92.16
92.86
SAM Decoder
2026.04
95.55
92.1
92.79
DeepLabv3+
2026.04
95.36
92.69
84.05
nnU-Net
2026.04
94.85
91.84
81.18
SegFormer
2026.04
92.28
88.9
76.22
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