Polyp Frame Detection on colonoscopy video dataset (test)
98.41AUCConvolutional Transformer-based Multiple Instance Learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Convolutional Transformer-based Multiple Instance LearningPublication=This Work, Feature Extractor=I3D, Batch Size=32, Backbone=I3D (mix_5c layer)2022.03 | 98.41 | 86.63 | |
| RTFMPublication=ICCV'21, Feature Extractor=I3D2022.03 | 96.3 | 77.96 | |
| CLAWSPublication=ECCV'20, Feature Extractor=I3D2022.03 | 95.62 | 80.42 | |
| MISTPublication=CVPR'21, Feature Extractor=I3D2022.03 | 94.53 | 72.85 | |
| GCN-AnoPublication=CVPR'19, Feature Extractor=I3D2022.03 | 92.13 | 75.39 | |
| DeepMILPublication=CVPR'18, Feature Extractor=I3D2022.03 | 89.41 | 68.53 | |
| AR-NetPublication=ICME'20, Feature Extractor=I3D2022.03 | 88.59 | 71.58 |