Surgical phase recognition
The first 40 videos are used for training, the last 40 videos are used for testing.
Papers
Showing 51–69 of 69 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SF-TMN(ASFormer) | Acc | 95.43 | — | Unverified |
| 2 | LoViT | F1 | 90.24 | — | Unverified |
| 3 | MSN | F1 | 89.6 | — | Unverified |
| 4 | MuST | F1 | 85.57 | — | Unverified |
| 5 | MoCo V2 Surg SSL - TCN head | F1 | 81.6 | — | Unverified |
| 6 | TCN | F1 | 80.3 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MuST | F1 | 77.25 | — | Unverified |
| 2 | CAMMA1 (challenge model) | F1 | 68.8 | — | Unverified |
| 3 | HIKVision (challenge model) | F1 | 65.4 | — | Unverified |
| 4 | CUHK (challenge model) | F1 | 65 | — | Unverified |
| 5 | MoCo V2 Surg SSL - TCN head | F1 | 64.7 | — | Unverified |