Semi Supervised Video Object Segmentation On 18
평가 지표
F-Measure (Seen)
F-Measure (Unseen)
FPS
Jaccard (Seen)
Jaccard (Unseen)
Overall
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | F-Measure (Seen) | F-Measure (Unseen) | FPS | Jaccard (Seen) | Jaccard (Unseen) | Overall |
|---|---|---|---|---|---|---|
| decoupling-features-in-hierarchical | 88.3 | 87.5 | 30.4 | 83.5 | 79.1 | 84.6 |
| associating-objects-with-scalable | 90.3 | 89.1 | - | 85.5 | 81.0 | 86.5 |
| associating-objects-with-scalable | 88.7 | 87.7 | - | 83.8 | 79.3 | 84.9 |
| decoupling-features-in-hierarchical | 88.8 | 87.2 | 24.7 | 83.8 | 79.0 | 84.7 |
| trickvos-a-bag-of-tricks-for-video-object | 83.3 | 84 | - | 79.5 | - | - |
| rethinking-space-time-networks-with-improved | 87.0 | 87.7 | - | 82.6 | 79.4 | 84.2 |
| rethinking-space-time-networks-with-improved | 87.8 | 88.8 | - | 83.5 | 80.8 | 85.2 |
| tracking-anything-in-high-quality | 89.9 | 89.1 | 25.3 | 85.4 | 89.9 | 86.2 |
| decoupling-features-in-hierarchical | 89.4 | 88.9 | 22.4 | 84.6 | 80.8 | 85.9 |
| decoupling-features-in-hierarchical | 90.2 | 88.6 | 11.9 | 85.3 | 80.4 | 86.1 |
| xmem-long-term-video-object-segmentation-with | 89.8 | 89.9 | - | 85.5 | 81.8 | 86.8 |
| associating-objects-with-scalable | 88.0 | 87.1 | - | 83.3 | 78.9 | 84.3 |
| associating-objects-with-scalable | 85.6 | 83.8 | - | 81.0 | 754.8 | 81.5 |
| xmem-long-term-video-object-segmentation-with | 89.2 | 89.8 | - | 84.9 | 81.8 | 86.4 |
| reliable-propagation-correction-modulation | 86.9 | 87.1 | - | 82.6 | 79.1 | 83.9 |
| associating-objects-with-scalable | 88.9 | 88.0 | - | 84.2 | 79.8 | 85.2 |
| trickvos-a-bag-of-tricks-for-video-object | 86.4 | 85.5 | - | 82.1 | 77.2 | - |
| decoupling-features-in-hierarchical | 87.5 | 86.8 | 38.7 | 82.8 | 78.1 | 83.8 |
| xmem-long-term-video-object-segmentation-with | 88.0 | 87.1 | - | 83.6 | 78.5 | 84.3 |
| decoupling-features-in-hierarchical | 85.6 | 84.7 | 53.4 | 81.2 | 76.4 | 82.0 |
| xmem-long-term-video-object-segmentation-with | 89.2 | 88.8 | - | 84.8 | 80.3 | 85.8 |
| putting-the-object-back-into-video-object | 90.6 | 90.5 | - | 86.3 | 82.7 | 87.5 |