Medical Image Segmentation on AMOS benchmark leaderboard · SOTA2 Research

Medical Image Segmentation on AMOS

90.1Avg ScoreMedSegDiff-V2

Evaluation Results

Method	Links
MedSegDiff-V22023.01		90.1	97.1	96.9	96.4	93.2	86.4	97.6	93.4	96.8	92.5	87.1	81.5	76.2	82.7	87.3	87.1
MedSegDiff2023.01		88.9	96.3	96.5	95.3	91.7	84.6	97.1	90.6	95.2	91.8	85.4	80.3	75.1	81.9	86.8	85.5
Swin-UNetr2023.01		88	95.9	96	94.9	89.4	82.7	97.9	89.9	94.4	89.9	82.8	79.1	74.5	81.7	87.5	84.1
nnUNet2023.01		87.8	96.5	95.9	95.1	88.9	82	98	89	94.8	90.1	82.1	78.5	73.9	80.6	86.9	83.9
MedSegDiff+TransUNet2023.01		84.9	94.1	93.2	92.1	93.4	81.3	94.6	86.7	92.1	88	82.1	79.3	52.8	78.8	81.3	83.7
TransUNet2023.01		79.2	88.1	92.8	91.9	81.3	74	97.3	83.2	91.9	84.1	71.3	63.8	56.5	68.5	74.8	69.2
EnsDiff2023.01		78.6	90.5	91.8	90.4	73.2	72.3	94.7	83.8	91.5	83.8	70.4	67.7	61.8	71.5	67.3	68
Anchor2023.01		78.1	87.2	90.1	89.2	78.4	80.2	91	83.5	90.8	81	73.5	68.2	65.1	58.3	63.1	72.8
UNetr2023.01		76.2	92.6	93.6	91.8	78.5	70.2	96.9	78.8	89.3	82.8	73.2	71.7	55.4	65.8	68.3	72.2
SegDiff2023.01		75.3	88.5	87.2	89.1	70.3	65.4	85.2	70.2	87.4	81.9	71.5	65.4	63.2	69.7	65.2	69.5
IAC2024.05		50	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
U-Net++2024.05		42	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—
Baseline (U-Net)2024.05		40	—	—	—	—	—	—	—	—	—	—	—	—	—	—	—