Video Object Segmentation on YouTube-Objects
84.1mIoUSTG-Net
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| STG-NetOnline learning=true2020.12 | 84.1 | — | — | — | — | — | — | — | — | — | — | |
| STG-NetOnline learning=false2020.12 | 80.5 | — | — | — | — | — | — | — | — | — | — | |
| STCNN2019.04 | 79.6 | 86.9 | 87.9 | 78.6 | 85.9 | 77.2 | 78.1 | 80 | 73.8 | 68 | 79.6 | |
| FEELOnline learning=false2020.12 | 78.9 | — | — | — | — | — | — | — | — | — | — | |
| MRFCNN2019.04 | 78.4 | — | — | — | — | — | — | — | — | — | — | |
| DRL2019.04 | 78.1 | 85.2 | 86.8 | 79.9 | 67.2 | 74.6 | 74.6 | 82.7 | 73.6 | 73.7 | 83 | |
| OFL2019.04 | 77.6 | 89.9 | 84.2 | 74 | 80.9 | 68.3 | 79.8 | 76.6 | 72.6 | 48.1 | 76.3 | |
| OnAVOSAdaptation=online adaptation2017.06 | 77.4 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=Online, CRF=true, Test time augmentations=true2017.06 | 77.4 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOS2019.04 | 77.4 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=Online, CRF=true, Test time augmentations=false2017.06 | 77.2 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=Online, CRF=false, Test time augmentations=false2017.06 | 76.8 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=no adaptation2017.06 | 76.6 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=None, CRF=true, Test time augmentations=true2017.06 | 76.6 | — | — | — | — | — | — | — | — | — | — | |
| CRN2019.04 | 76.6 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=None, CRF=true, Test time augmentations=false2017.06 | 76.4 | — | — | — | — | — | — | — | — | — | — | |
| LucidTracker2017.06 | 76.2 | — | — | — | — | — | — | — | — | — | — | |
| LucidTracker2017.06 | 76.2 | — | — | — | — | — | — | — | — | — | — | |
| LT2019.04 | 76.2 | — | — | — | — | — | — | — | — | — | — | |
| OnAVOSAdaptation=None, CRF=false, Test time augmentations=false2017.06 | 76.1 | — | — | — | — | — | — | — | — | — | — | |
| OSVOS2019.04 | 74.4 | 86.8 | 85.1 | 75.4 | 70.9 | 67.6 | 76.2 | 77.9 | 71.4 | 58.2 | 74.6 | |
| JFS2019.04 | 74 | 89 | 81.6 | 74.2 | 70.9 | 67.7 | 79.1 | 70.3 | 67.8 | 61.5 | 78.2 | |
| DPA2022.11 | 73.7 | 87.5 | 85.6 | 70.1 | 77.7 | 81.2 | 69 | 81.8 | 61.9 | 62.1 | 51.3 | |
| MaskTrack2017.06 | 72.6 | — | — | — | — | — | — | — | — | — | — | |
| MaskTrack2017.06 | 72.6 | — | — | — | — | — | — | — | — | — | — | |
| OSVOS2017.06 | 72.5 | — | — | — | — | — | — | — | — | — | — | |
| OSVOS2017.06 | 72.5 | — | — | — | — | — | — | — | — | — | — | |
| MSK2019.04 | 71.7 | 84.5 | 83.7 | 77.4 | 64 | 69.8 | 76.7 | 74.5 | 64.1 | 89.2 | 74.4 | |
| TMO2022.11 | 71.5 | 85.7 | 80 | 70.1 | 78 | 73.6 | 70.3 | 76.8 | 66.2 | 58.6 | 47 | |
| AMC-Net2022.11 | 71.1 | 78.9 | 80.9 | 67.4 | 82 | 69 | 69.6 | 75.8 | 63 | 63.4 | 57.8 | |
| RTNet2022.11 | 71 | 84.1 | 80.2 | 70.1 | 79.5 | 71.8 | 70.1 | 71.3 | 65.1 | 64.6 | 53.3 | |
| AGNNbackbone=DeepLabV32020.01 | 70.8 | 81.1 | 75.9 | 70.7 | 78.1 | 67.9 | 69.7 | 77.4 | 67.3 | 68.3 | 47.8 | |
| AGNN2022.11 | 70.8 | 71.1 | 75.9 | 70.7 | 78.1 | 67.9 | 69.7 | 77.4 | 67.3 | 68.3 | 47.8 | |
| COSNet2022.11 | 70.5 | 81.1 | 75.7 | 71.3 | 77.6 | 66.5 | 69.8 | 76.8 | 67.4 | 67.7 | 46.8 | |
| WCS-Net2022.11 | 70.5 | 81.8 | 81.1 | 67.7 | 79.2 | 64.7 | 65.8 | 73.4 | 68.6 | 69.7 | 49.2 | |
| OFL2017.06 | 70.1 | — | — | — | — | — | — | — | — | — | — | |
| AGS2020.01 | 69.7 | 87.7 | 76.7 | 72.2 | 78.6 | 69.2 | 64.6 | 73.3 | 64.4 | 62.1 | 48.2 | |
| AGS2022.11 | 69.7 | 87.7 | 76.7 | 72.2 | 78.6 | 69.2 | 64.6 | 73.3 | 64.4 | 62.1 | 48.2 | |
| OSMNOnline learning=false2020.12 | 69 | — | — | — | — | — | — | — | — | — | — | |
| MATNet2022.11 | 69 | 72.9 | 77.5 | 66.9 | 79 | 73.7 | 67.4 | 75.9 | 63.2 | 62.6 | 51 | |
| FSEG2020.01 | 68.4 | 81.7 | 63.8 | 72.3 | 74.9 | 68.4 | 68 | 69.4 | 60.4 | 62.7 | 62.2 | |
| BVS2019.04 | 68 | 86.8 | 80.9 | 65.1 | 68.7 | 55.9 | 69.9 | 68.5 | 58.9 | 60.5 | 65.2 | |
| SCF2019.04 | 67.6 | 86.3 | 81 | 68.6 | 69.4 | 58.9 | 68.6 | 61.8 | 54 | 60.9 | 66.3 | |
| LVO2020.01 | 67.5 | 86.2 | 81 | 68.5 | 69.3 | 58.8 | 68.5 | 61.7 | 53.9 | 60.8 | 66.3 | |
| PDB2020.01 | 65.4 | 78 | 80 | 58.9 | 76.5 | 63 | 64.1 | 70.1 | 67.6 | 58.3 | 35.2 | |
| BVS2017.06 | 59.7 | — | — | — | — | — | — | — | — | — | — | |
| COSEG2020.01 | 58.1 | 69.3 | 76 | 53.5 | 70.4 | 66.8 | 49 | 47.5 | 55.7 | 39.5 | 53.4 | |
| SFL2020.01 | 57 | 65.6 | 65.4 | 59.9 | 64 | 58.9 | 51.1 | 54.1 | 64.8 | 52.6 | 34 | |
| FST2020.01 | 53.8 | 70.9 | 70.6 | 42.5 | 65.2 | 52.1 | 44.5 | 65.3 | 53.5 | 44.2 | 29.6 | |
| ARP2020.01 | 46.2 | 73.6 | 56.1 | 57.8 | 33.9 | 30.5 | 41.8 | 36.8 | 44.3 | 48.9 | 39.2 |