Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MoCo V2 Surg SSL - FCN head | 93.5 | No | Dissecting Self-Supervised Learning Methods for ... | 2022-07-01 | Code |
| 2 | ConvLSTM tracker | 92.9 | No | Weakly Supervised Convolutional LSTM Approach fo... | 2018-12-04 | Code |
| 3 | MTRCNet-CL | 89.1 | No | Multi-Task Recurrent Convolutional Network with ... | 2019-07-13 | Code |
| 4 | FCN | 87.4 | No | Weakly-Supervised Learning for Tool Localization... | 2018-06-14 | Code |
| 5 | EndoNet | 81 | No | EndoNet: A Deep Architecture for Recognition Tas... | 2016-02-09 | Code |
| 6 | ToolNet | 80.9 | No | EndoNet: A Deep Architecture for Recognition Tas... | 2016-02-09 | Code |