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SotA/Computer Vision/Video Object Segmentation/YouTube-VOS 2018

Video Object Segmentation on YouTube-VOS 2018

Metric: Mean Jaccard & F-Measure (higher is better)

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#Model↕Mean Jaccard & F-Measure▼Extra DataPaperDate↕Code
1XMem (BL30K, MS)86.9NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
2AOT84.1NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
3RPCMVOS84NoReliable Propagation-Correction Modulation for V...2021-12-06Code
4STCN83NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
5CFBI+82.8NoCollaborative Video Object Segmentation by Multi...2020-10-13Code
6LCM82NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
7TransVOS81.8NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
8SST81.7NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
9LWL81.5NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
10KMN81.4NoKernelized Memory Network for Video Object Segme...2020-07-16-
11AFB-URR79.6NoVideo Object Segmentation with Adaptive Feature ...2020-10-15Code
12STM79.4NoBATMAN: Bilateral Attention Transformer in Motio...2022-08-01-
13UniVS(Swin-L)71.5YesUniVS: Unified and Universal Video Segmentation ...2024-02-28Code