| semi-supervised-video-object-segmentation-on-1 | XMem (BL30K, MS) | #6 | J&F: 83.7Jaccard (Mean): 80.5F-measure (Mean): 87.0 |
| semi-supervised-video-object-segmentation-on-1 | XMem (MS) | #8 | J&F: 83.1Jaccard (Mean): 79.7F-measure (Mean): 86.4 |
| semi-supervised-video-object-segmentation-on-1 | XMem (BL30K, 600p) | #11 | J&F: 82.5Jaccard (Mean): 79.1F-measure (Mean): 85.8 |
| semi-supervised-video-object-segmentation-on-1 | XMem (BL30K) | #14 | J&F: 81.2Jaccard (Mean): 77.6F-measure (Mean): 84.7 |
| semi-supervised-video-object-segmentation-on-1 | XMem | #16 | J&F: 81.0Jaccard (Mean): 77.4F-measure (Mean): 84.5 |
| semi-supervised-video-object-segmentation-on-1 | XMem (DAVIS and YouTubeVOS only) | #20 | J&F: 79.8Jaccard (Mean): 76.3F-measure (Mean): 83.4 |
| semi-supervised-video-object-segmentation-on-13 | XMem | #1 | J&F: 89.8±0.2J: 88.0±0.2F: 91.6±0.2 |
| semi-supervised-video-object-segmentation-on-18 | XMem (BL30K, MS) | #2 | Overall: 86.8Jaccard (Seen): 85.5F-Measure (Seen): 89.8… |
| semi-supervised-video-object-segmentation-on-18 | XMem (MS) | #4 | Overall: 86.4Jaccard (Seen): 84.9F-Measure (Seen): 89.2… |
| semi-supervised-video-object-segmentation-on-18 | XMem (BL30K) | #8 | Overall: 85.8Jaccard (Seen): 84.8F-Measure (Seen): 89.2… |
| semi-supervised-video-object-segmentation-on-18 | XMem | #15 | Overall: 84.3Jaccard (Seen): 83.6F-Measure (Seen): 88.0… |
| semi-supervised-video-object-segmentation-on-20 | XMem | #22 | FPS: 29.6 |
| semi-supervised-video-object-segmentation-on-21 | XMem | #13 | J&F: 57.6J: 53.3F: 62.0 |
| video-object-segmentation-on-davis-2016 | XMem (BL30K, MS) | #1 | J&F: 93.3F-Score: 94.4Jaccard (Mean): 92.2 |
| video-object-segmentation-on-davis-2016 | XMem | #2 | J&F: 91.5F-Score: 92.7Jaccard (Mean): 90.4 |
| video-object-segmentation-on-davis-2017-val | XMem (BLK30K, MS) | #1 | Mean Jaccard & F-Measure: 89.5F-measure: 92.6Jaccard: 86.3 |
| video-object-segmentation-on-davis-2017-val | XMem | #2 | Mean Jaccard & F-Measure: 86.2F-measure: 89.5Jaccard: 82.9 |
| video-object-segmentation-on-m-3-vos | XMem | #3 | Average IOU: 70.4 |
| video-object-segmentation-on-youtube-vos | XMem (BL30K, MS) | #2 | Overall: 86.9Jaccard (Seen): 85.6Jaccard (Unseen): 81.7… |
| video-object-segmentation-on-youtube-vos | XMem (MS) | #3 | Overall: 86.7Jaccard (Seen): 85.3Jaccard (Unseen): 81.7… |
| video-object-segmentation-on-youtube-vos | XMem (BL30K) | #6 | Overall: 86.1Jaccard (Seen): 85.1Jaccard (Unseen): 80.3… |
| video-object-segmentation-on-youtube-vos | XMem | #9 | Overall: 85.7Jaccard (Seen): 84.6Jaccard (Unseen): 80.2… |
| video-object-segmentation-on-youtube-vos | XMem (YouTubeVOS only) | #19 | Overall: 84.4Jaccard (Seen): 83.7Jaccard (Unseen): 78.2… |
| video-object-segmentation-on-youtube-vos-1 | XMem (BL30K, MS) | #1 | Mean Jaccard & F-Measure: 86.9Jaccard (Seen): 85.6… |
| video-object-segmentation-on-youtube-vos-2019-2 | XMem (BL30K,MS) | #1 | Mean Jaccard & F-Measure: 86.8Jaccard (Seen): 85.5… |
| video-object-segmentation-on-youtube-vos-2019-2 | XMem | #2 | Mean Jaccard & F-Measure: 85.5Jaccard (Seen): 84.3… |
| visual-object-tracking-on-davis-2016 | XMem (BL30K, MS) | #1 | J&F: 93.3Jaccard (Mean): 92.2F-measure (Mean): 94.4 |
| visual-object-tracking-on-davis-2016 | XMem (MS) | #5 | J&F: 92.7Jaccard (Mean): 92.0F-measure (Mean): 93.5 |
| visual-object-tracking-on-davis-2016 | XMem (BL30K) | #12 | J&F: 92.0Jaccard (Mean): 90.7F-measure (Mean): 93.2… |
| visual-object-tracking-on-davis-2016 | XMem | #16 | J&F: 91.5Jaccard (Mean): 90.4F-measure (Mean): 92.7… |
| visual-object-tracking-on-davis-2016 | XMem (DAVIS+YouTubeVOS only) | #21 | J&F: 90.8Jaccard (Mean): 89.6F-measure (Mean): 91.9… |
| visual-object-tracking-on-davis-2016 | XMem (DAVIS only) | #36 | J&F: 87.8Jaccard (Mean): 86.7F-measure (Mean): 88.9… |
| visual-object-tracking-on-davis-2017 | XMem (BL30K, MS) | #3 | J&F: 89.5Jaccard (Mean): 86.3F-measure (Mean): 92.6 |
| visual-object-tracking-on-davis-2017 | XMem (MS) | #4 | J&F: 88.2Jaccard (Mean): 85.4F-measure (Mean): 91.0 |
| visual-object-tracking-on-davis-2017 | XMem (BL30K) | #7 | J&F: 87.7Jaccard (Mean): 84.0F-measure (Mean): 91.4… |
| visual-object-tracking-on-davis-2017 | XMem | #12 | J&F: 86.2Jaccard (Mean): 82.9F-measure (Mean): 89.5… |
| visual-object-tracking-on-davis-2017 | XMem (DAVIS and YouTubeVOS only) | #24 | J&F: 84.5Jaccard (Mean): 81.4F-measure (Mean): 87.6… |
| visual-object-tracking-on-davis-2017 | XMem (DAVIS only) | #46 | J&F: 76.7Jaccard (Mean): 74.1F-measure (Mean): 79.3… |