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 | XMem (BLK30K, MS) | Mean Jaccard & F-Measure | 89.5 | — | Unverified |
| 2 | LCM | F-measure | 86.5 | — | Unverified |
| 3 | XMem | Mean Jaccard & F-Measure | 86.2 | — | Unverified |
| 4 | BATMAN | Mean Jaccard & F-Measure | 86.2 | — | Unverified |
| 5 | STCN | Mean Jaccard & F-Measure | 85.4 | — | Unverified |
| 6 | AOT | Mean Jaccard & F-Measure | 84.9 | — | Unverified |
| 7 | STM | F-measure | 84.3 | — | Unverified |
| 8 | TransVOS | Mean Jaccard & F-Measure | 83.9 | — | Unverified |
| 9 | RPCMVOS | Mean Jaccard & F-Measure | 83.7 | — | Unverified |
| 10 | RMN | Mean Jaccard & F-Measure | 83.5 | — | Unverified |