ML Research Wiki / Benchmarks / Visual Object Tracking / YouTube-VOS 2018

YouTube-VOS 2018

Visual Object Tracking Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: O (Average of Measures)

Top Performing Models

Rank Model Paper O (Average of Measures) Date Code
1 TransVOS BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 83.40 2022-08-01 -
2 CFBI BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 83.40 2022-08-01 -
3 RMN BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 75.70 2022-08-01 -
4 KMN BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 75.30 2022-08-01 -
5 PTSNet Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation 73.50 2019-07-02 📦 sydney0zq/PTSNet
6 OSVOS One-Shot Video Object Segmentation 60.70 2016-11-16 📦 kmaninis/OSVOS-PyTorch 📦 scaelles/OSVOS-TensorFlow 📦 kmaninis/OSVOS-caffe
7 OnAVOS Online Adaptation of Convolutional Neural Networks for Video Object Segmentation 51.40 2017-06-28 -
8 SiamMask Fast Online Object Tracking and Segmentation: A Unifying Approach 47.70 2018-12-12 📦 foolwood/SiamMask 📦 shallowtoil/DROL 📦 ezelikman/anonymal
9 OSMN Efficient Video Object Segmentation via Network Modulation 44.00 2018-02-04 📦 linjieyangsc/video_seg

All Papers (9)

sydney0zq/PTSNet
kmaninis/OSVOS-PyTorch scaelles/OSVOS-TensorFlow
foolwood/SiamMask shallowtoil/DROL ezelikman/anonymal
linjieyangsc/video_seg