SOTA Abdominal Organ Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Abdominal CT to MRI		DSC (Liver)91.06	26	3mo ago
Abdominal MRI to CT		DSC (LIV)91.44	26	3mo ago
BTCV (val)	Teacher	Mean Dice85.64	17	4mo ago
FLARE 22 (test)	CLIPSeg + Temporal	Mean Dice70.4	16	2mo ago
AMOS CT 2020 (test)	FedGIN	Liver Dice Score93.4	16	4mo ago
AMOS MRI 2020 (test)	GIN	Liver DSC0.9187	16	4mo ago
Abdominal CT MICCAI 2015		Liver DSC75.94	12	2mo ago
Abdominal MRI ISBI 2019	FAMNet	Liver DSC73.01	12	2mo ago
WORD (test)	CS-MUNet	mDice94.47	10	4mo ago
UW-Madison GI Tract (test)	CS-MUNet	mDice86.16	10	4mo ago
FLARE 23	GF-Screen	Duration28	10	4mo ago
AMOS	SAM-Med3D	Dice (1pt)28.9	7	4mo ago
Curated 8-source Abdominal Organ Dataset (AbCT-1K, AMOS, BTCV, FLARE22, NIH-Pan, TotalSeg, WORD, Urogram) (test)	model self-disambiguation	DSC88.7	6	4mo ago
CHAOS MRI (5-fold cross-validation)	BiO-Net	Liver mIoU85.8	6	4mo ago
CHAOS MRI		Dice (Spleen)94.5	5	2mo ago
TotalSegmentator (train test)	PIVM	Hausdorff Distance (HD)43.16	3	4mo ago
Abdominal CT	Supervised (CSDG)	Dice Score89.74	3	4mo ago
BTCV	CLIPSeg + Temporal	Mean Dice54.4	2	3mo ago
AMOS (test)	-	Dice (1pt)-	0	4mo ago

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