OpenCodePapers

video-object-segmentation-on-youtube-vos-1

Video Object Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeMean Jaccard & F-MeasureJaccard (Seen)Jaccard (Unseen)F-Measure (Seen)F-Measure (Unseen)ModelNameReleaseDate
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model✓ Link86.985.681.790.390.2XMem (BL30K, MS)2022-07-14
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation84.183.778.188.586.1AOT2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation8483.178.587.786.7RPCMVOS2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation8381.977.986.585.7STCN2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation82.881.877.186.685.6CFBI+2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation8282.2LCM2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation81.8827586.783.4TransVOS2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation81.781.276SST2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation81.580.476.484.984.4LWL2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation81.481.475.385.683.3KMN2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation79.678.874.183.182.6AFB-URR2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation79.479.772.884.280.9STM2022-08-01
UniVS: Unified and Universal Video Segmentation with Prompts as Queries✓ Link71.5UniVS(Swin-L)2024-02-28
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation82.175.785.782.4RMN2022-08-01
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation81.185.8CFBI2022-08-01
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation✓ Link80.976.6SST (Local)2021-01-21
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation✓ Link50.3S2S (offline)2018-09-03
Check out how to contribute new results.