Datasets › MISAW
MISAW (MIcro-Surgical Anastomose Workflow recognition on training sessions)
The MISAW data set is composed of 27 sequences of micro-surgical anastomosis on artificial blood vessels performed by 3 surgeons and 3 engineering students. The dataset contained video, kinematic, and procedural descriptions synchronized at 30Hz. The procedural descriptions contained phases, steps, and activities performed by the participants.
Source: MIcro-Surgical Anastomose Workflow recognition challenge report
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Surgical phase recognition | MISAW | MuST mAP 98.08 | MuST: Multi-Scale Transformers for Surgical Phase Recognition | BCV-Uniandes/MuST | 3 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| MuST: Multi-Scale Transformers for Surgical Phase Recognition | 1 | 1 | 24 Jul 2024 | not harvested |
| Pixel-Wise Recognition for Holistic Surgical Scene Understanding | 3 | 1 | 20 Jan 2024 | ran 7 of 13 samples (6 unverified; 1 pointer-only for licence) |
| Towards Holistic Surgical Scene Understanding | 1 | 1 | 8 Dec 2022 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- MISAW
1 variant name, as the archive lists them.
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