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ResearchFormerly WizWand

CholecSeg8K

Benchmarks

TaskDatasetSOTA resultTrendResults

Semantic Segmentation

CholecSeg8K (test)

78.4mIoU

23

Temporal Object Tracking

CholecSeg8K

65.37Jaccard Mean

14

Surgical Instrument Segmentation

CholecSeg8k OOD (test)

92.3mIoU

12

Tissue Segmentation

CholecSeg8K corrupted (test)

1.85Precision

11

Interactive Surgical Segmentation

CholecSeg8k OOD (test)

99.4Success Rate

9

System identification

CholecSeg8K cutting

0.146Registration Error (RE)

5

System identification

CholecSeg8K pulling

0.26RE (Error Rate)

5

Referring Video Object Segmentation

CholecSeg8k-IM (unseen test)

66.92Jaccard Score (J)

2