Video Object Segmentation
Video object segmentation is a binary labeling problem aiming to separate foreground object(s) from the background region of a video.
For leaderboards please refer to the different subtasks.
Papers
Showing 1–10 of 551 papers
All datasetsDAVIS 2016DAVIS 2017 (val)YouTube-VOS 2018DAVIS-2017 (test-dev)YouTube-VOS 2019DAVIS 2017M^3-VOSFBMSYouTubeFBMS-59MOSESegTrack-v2
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | AOC-MF (val) | F-Score | 94.7 | — | Unverified |
| 2 | ISVOS (BL30K, MS) | J&F | 93.4 | — | Unverified |
| 3 | XMem (BL30K, MS) | J&F | 93.3 | — | Unverified |
| 4 | BATMAN (val) | J&F | 92.5 | — | Unverified |
| 5 | STCN (val) | J&F | 91.6 | — | Unverified |
| 6 | XMem | J&F | 91.5 | — | Unverified |
| 7 | MobileVOS (val) | J&F | 91.4 | — | Unverified |
| 8 | AOT (val) | J&F | 91.1 | — | Unverified |
| 9 | LCM (val) | J&F | 90.7 | — | Unverified |
| 10 | RPCMVOS (val) | J&F | 90.6 | — | Unverified |