| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DAVIS 2017 (val) | SAM 2 | J mean87.5 | 1,193 | 9d ago | |
| DAVIS 2016 (val) | ISVOS | J Mean91.8 | 564 | 1mo ago | |
| YouTube-VOS 2018 (val) | ISVOS | J Score (Seen)86.1 | 493 | 1mo ago | |
| DAVIS 2017 (test-dev) | JIMD | Region J Mean80.3 | 237 | 1mo ago | |
| YouTube-VOS 2019 (val) | BATMAN | J-Score (Seen)89.3 | 231 | 19d ago | |
| SA-V (val) | SAM3 | J&F Score83.5 | 114 | 9d ago | |
| SA-V (test) | SeC | J&F81.7 | 110 | 9d ago | |
| DAVIS 2017 (test) | XMem | J (Jaccard Index)82.9 | 107 | 1mo ago | |
| Davis 2017 | XMem | Jaccard Index (J)84 | 82 | 17d ago | |
| YouTube-VOS (val) | STM | J Score (Seen)79.7 | 81 | 1mo ago | |
| DAVIS | OnAVOS | J Mean85.7 | 66 | 1mo ago | |
| LVOS v2 (val) | DeAOT | J&F92.6 | 54 | 19d ago | |
| DAVIS 2016 | D2Conv3d | J-Measure85.5 | 50 | 6d ago | |
| YouTube-Objects | STG-Net | mIoU84.1 | 50 | 1mo ago | |
| YouTube-VOS 2018 | MIVOS | Score G92.4 | 47 | 1mo ago | |
| MOSE (val) | SAM 2 (Hiera-L) | J&F Score77.9 | 45 | 1mo ago | |
| FBMS (test) | DPA | J-measure83.4 | 42 | 1mo ago | |
| SegTrack v2 (test) | STV | J Mean78.1 | 40 | 1mo ago | |
| YoutubeObjects (val) | VideoMatch | mIoU79.7 | 35 | 1mo ago | |
| SegTrack v2 | Dynapo | IoU (J)83.3 | 34 | 1mo ago | |
| DAVIS 2016 (test) | LucidTracker | mIoU86.6 | 29 | 1mo ago | |
| MOSE | SAM2.1Long | J&F Score75.2 | 29 | 1mo ago | |
| YouTube-Objects | Multi-Source Fusion and Automatic Predictor Selection network | J mean (Aero)89.4 | 28 | 1mo ago | |
| DAVIS (val) | DINO+LiFT | Mean J & F Score61.1 | 28 | 1mo ago | |
| PanoVOS (test) | PanoSAM2 | J&F Score73.4 | 27 | 9d ago |
