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ATLAS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Anomaly DetectionATLAS
AUC-ROC81.5
20
Interactive Image SegmentationATLAS T1
Dice Coefficient86
18
Knowledge groundingATLAS CC-QKV
ACC@1100
16
Knowledge groundingATLAS-Pes2o-QKV
ACC@1100
16
Surgical video segmentationATLAS-120k (test)
AP64
15
Unsupervised Brain MRI Anomaly DetectionATLAS
Dice26.67
14
Brain Lesion DetectionATLAS T1
DICE25.5
12
Anomaly LocalizationATLAS
AP0.33
12
Trace ReconstructionATLAS (D3)
Recall80.8
10
Liver and Tumor SegmentationATLAS MRI (test)
Dice Score (Liver)96.5
10
Lesion SegmentationATLAS (test)
DSC53.49
9
Voxel-level anomaly segmentationATLAS T1w R2.0
AUROC96.2
8
Patient-level anomaly detectionATLAS T1w R2.0
AUROC100
8
McKean-Vlasov system predictionAtlas 100D (test)
W1 Distance17.345
8
Medical Image SegmentationATLAS
Dice Score63.8
8
Ischemic stroke lesion segmentationATLAS v2.0 (test)
AUPRC19.96
8
Medical Image SegmentationATLAS 2
Dice Score63
7
Brain Stroke SegmentationATLAS (val)
Dice48.67
7
Story GenerationAtlas 100 pages
Story Count89
6
Story GenerationAtlas 20 pages
Story Score78.66
6
Story GenerationAtlas 2 pages
Story Count92.33
6
Semantic SegmentationATLAS
DSC87.5
6
Interleaved Sequence DemixingATLAS
Accuracy42.3
6
Visual Question AnsweringATLAS 2.0
Modality Accuracy97.7
6
Report GenerationATLAS 2.0
ROUGE33.69
6
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