SOTA Abdominal Organ Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Abdominal CT to MRI		DSC (Liver)91.06	26	1mo ago
Abdominal MRI to CT		DSC (LIV)91.44	26	1mo ago
BTCV (val)	Teacher	Mean Dice85.64	17	3mo ago
FLARE 22 (test)	CLIPSeg + Temporal	Mean Dice70.4	16	21d ago
AMOS CT 2020 (test)	FedGIN	Liver Dice Score93.4	16	3mo ago
AMOS MRI 2020 (test)	GIN	Liver DSC0.9187	16	3mo ago
Abdominal CT MICCAI 2015		Liver DSC75.94	12	22d ago
Abdominal MRI ISBI 2019	FAMNet	Liver DSC73.01	12	22d ago
WORD (test)	CS-MUNet	mDice94.47	10	2mo ago
UW-Madison GI Tract (test)	CS-MUNet	mDice86.16	10	2mo ago
FLARE 23	GF-Screen	Duration28	10	3mo ago
AMOS	SAM-Med3D	Dice (1pt)28.9	7	3mo ago
Curated 8-source Abdominal Organ Dataset (AbCT-1K, AMOS, BTCV, FLARE22, NIH-Pan, TotalSeg, WORD, Urogram) (test)	model self-disambiguation	DSC88.7	6	3mo ago
CHAOS MRI (5-fold cross-validation)	BiO-Net	Liver mIoU85.8	6	3mo ago
CHAOS MRI		Dice (Spleen)94.5	5	1mo ago
TotalSegmentator (train test)	PIVM	Hausdorff Distance (HD)43.16	3	2mo ago
Abdominal CT	Supervised (CSDG)	Dice Score89.74	3	3mo ago
BTCV	CLIPSeg + Temporal	Mean Dice54.4	2	1mo ago
AMOS (test)	-	Dice (1pt)-	0	3mo ago

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