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SotA/Computer Vision/Video Object Segmentation/DAVIS 2016

Video Object Segmentation on DAVIS 2016

Metric: F-Score (higher is better)

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#Model↕F-Score▼Extra DataPaperDate↕Code
1AOC-MF (val)94.7NoTowards Robust Video Object Segmentation with Ad...2022-07-02Code
2XMem (BL30K, MS)94.4NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
3ISVOS (BL30K, MS)94.2NoLook Before You Match: Instance Understanding Ma...2022-12-13-
4BATMAN (val)94.2NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
5RPCMVOS (val)94NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
6XMem92.7NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
7MobileVOS (val)92.6NoMobileVOS: Real-Time Video Object Segmentation C...2023-03-14-
8STCN (val)92.5NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
9AOT (val)92.1NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
10KMN (val)91.5NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
11LCM (val)91.4NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
12TransVOS (val)91.2NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
13CFBI+ (val)91.1NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
14CFBI (val)90.5NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
15ViTAE-T-Stage90.4NoViTAE: Vision Transformer Advanced by Exploring ...2021-06-07Code
16STM (val)89.9NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
17RMN (val)88.7NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
183DC-Seg84.7YesMaking a Case for 3D Convolutions for Object Seg...2020-08-26Code
19DFNet81.8NoLearning Discriminative Feature with CRF for Uns...2020-08-04-