📊 Showing 7 results | 📏 Metric: Edit Distance
| Rank | Model | Paper | Edit Distance | Date | Code |
|---|---|---|---|---|---|
| 1 | SDL+SC-CRF | End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding | 86.21 | 2018-01-29 | - |
| 2 | TricorNet | TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation | 82.90 | 2017-05-22 | - |
| 3 | RL+Tree | Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search | 81.67 | 2020-02-20 | - |
| 4 | RL (full) | Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification | 81.43 | 2018-06-21 | 📦 Finspire13/RL-Surgical-Gesture-Segmentation |
| 5 | TCN | Temporal Convolutional Networks: A Unified Approach to Action Segmentation | 81.40 | 2016-08-29 | 📦 Around-30/Kaggle |
| 6 | ST-CNN+Seg | Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation | 74.22 | 2016-02-09 | - |
| 7 | MRG-Net | Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery | 0.00 | 2020-11-03 | - |