ML Research Wiki / Benchmarks / Video Object Segmentation / DAVIS 2016

DAVIS 2016

Video Object Segmentation Benchmark

Performance Over Time

📊 Showing 24 results | 📏 Metric: J&F

Top Performing Models

Rank Model Paper J&F Date Code
1 AOC-MF (val) Towards Robust Video Object Segmentation with Adaptive Object Calibration 94.70 2022-07-02 📦 jerryx1110/robust-video-object-segmentation
2 ISVOS (BL30K, MS) Look Before You Match: Instance Understanding Matters in Video Object Segmentation 93.40 2022-12-13 -
3 XMem (BL30K, MS) XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 93.30 2022-07-14 📦 hkchengrex/XMem 📦 tianyuan168326/videosemanticcompression-pytorch
4 BATMAN (val) BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 92.50 2022-08-01 -
5 STCN (val) BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 91.60 2022-08-01 -
6 XMem XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model 91.50 2022-07-14 📦 hkchengrex/XMem 📦 tianyuan168326/videosemanticcompression-pytorch
7 MobileVOS (val) MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation 91.40 2023-03-14 -
8 AOT (val) BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 91.10 2022-08-01 -
9 LCM (val) BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 90.70 2022-08-01 -
10 RPCMVOS (val) BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation 90.60 2022-08-01 -

All Papers (24)