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ResearchFormerly WizWand

Medical Image Segmentation on AMOS MRI

0.8536Dice CoefficientUniSeg
0.5704080.6439290.717450.790971Sep 29, 2025Oct 23, 2025Nov 16, 2025Dec 11, 2025Jan 4, 2026Jan 28, 2026Feb 22, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UniSegModel Category=Universal Model, Evaluation Protocol=Semantic2025.090.8536
HermesModel Category=Universal Model, Evaluation Protocol=Semantic2025.090.8465
K-PrismModel Category=Universal Model, Evaluation Protocol=Semantic2025.090.8439
Clip-drivenModel Category=Universal Model, Evaluation Protocol=Semantic2025.090.832
SegMoTEinteraction_type=bounding-box, trainable_params=17M, decoder_status=unfrozen2026.020.8027
IMISinteraction_type=bounding-box2026.020.7972
K-PrismEvaluation Protocol=In-context, Inference Protocol=one-shot2025.090.7821
IrisEvaluation Protocol=In-context, Inference Protocol=one-shot2025.090.7659
nnU-NetModel Category=Task-specific Model, Evaluation Protocol=Semantic2025.090.7657
SAM-Med2Dinteraction_type=bounding-box2026.020.7655
SAM2interaction_type=bounding-box2026.020.7346
SAMinteraction_type=bounding-box2026.020.7263
TycheEvaluation Protocol=In-context, Inference Protocol=one-shot2025.090.5952
UniverSegEvaluation Protocol=In-context, Inference Protocol=one-shot2025.090.5902
MultiverSegEvaluation Protocol=In-context, Inference Protocol=one-shot2025.090.5813