FBMS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unsupervised Video Object Segmentation | FBMS (test) | J Mean84.6 | 66 | |
| Salient Object Detection | FBMS (test) | MAE0.024 | 58 | |
| Unsupervised Video Object Segmentation | FBMS59 | Jaccard Score78.4 | 43 | |
| Video Object Segmentation | FBMS (test) | J-measure83.4 | 42 | |
| Video Salient Object Detection | FBMS | F-beta Score (Fβ)0.902 | 31 | |
| Video Salient Object Detection | FBMS (test) | F-score92.2 | 30 | |
| Single Object Video Segmentation | FBMS-59 | J-Mean (±1 Gap)0.761 | 25 | |
| Moving Object Segmentation | FBMS-59 | J-Measure84 | 20 | |
| Video Object Segmentation | FBMS-59 (test) | Avg IoU0.758 | 20 | |
| Video Object Segmentation | FBMS | J-Score77.6 | 18 | |
| Unsupervised Video Object Segmentation | FBMS 59 (test) | J Score78.4 | 17 | |
| Unsupervised Video Segmentation | FBMS (val) | Jaccard Index0.732 | 12 | |
| Moving object segmentation | FBMS59 (test) | Jaccard Index (J)75.6 | 11 | |
| Video Object Segmentation | FBMS-59 | J (Mean)76.1 | 11 | |
| Video Object Segmentation | FBMS 43 | Mean J-measure81.3 | 8 | |
| Motion Segmentation | FBMS-59 (train) | F-Measure0.8018 | 8 | |
| Video Object Segmentation | FBMS 24 (test) | Mean J-Measure76.7 | 7 | |
| Video Salient Object Detection | FBMS (T) | Sa0.884 | 7 | |
| Unsupervised Video Object Segmentation | FBMS | F-measure82.3 | 7 | |
| Video Object Segmentation | FBMS (train) | Precision90.7 | 7 | |
| Zero-Shot Video Object Segmentation | FBMS | J-Measure78.8 | 6 |
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