Video Object Segmentation on 360VOTS (test)
65.8J&F ScorePanoSAM2
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PanoSAM2Backbone=Hiera-S, Video Specification=360-Video-Specified2026.04 | 65.8 | 59.9 | 71.6 | 4.3 | 788.3 | 29.2 | |
| XMemBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 65 | 59.6 | 70.3 | 3.5 | 361.2 | 22.5 | |
| PanoSAM2Backbone=Hiera-T, Video Specification=360-Video-Specified2026.04 | 64.3 | 59.2 | 69.3 | 3.7 | 728 | 34.8 | |
| PSCFormer-L*Backbone=ResNet-50, Video Specification=360-Video-Specified2026.04 | 62.5 | 58.8 | 66.2 | — | — | — | |
| SAM2LongBackbone=Hiera-S, Video Specification=Perspective-Video-Specified2026.04 | 61.1 | 57.5 | 64.7 | 4.4 | 792.3 | 27.4 | |
| PSCFormer-B*Backbone=ResNet-50, Video Specification=360-Video-Specified2026.04 | 61 | 57.7 | 64.3 | 2.8 | 274.7 | 18.5 | |
| STCNBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 60.9 | 55 | 66.7 | 2.7 | 165.4 | 23.8 | |
| SAM2Backbone=Hiera-S, Video Specification=Perspective-Video-Specified2026.04 | 60.2 | 56.8 | 63.6 | 4.1 | 751.4 | 39.3 | |
| SAM2LongBackbone=Hiera-T, Video Specification=Perspective-Video-Specified2026.04 | 59.8 | 54.4 | 65.2 | 4 | 735.8 | 29.4 | |
| SAM2Backbone=Hiera-T, Video Specification=Perspective-Video-Specified2026.04 | 59.4 | 53.9 | 64.9 | 3.6 | 686.7 | 42.6 | |
| RTSBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 59.3 | 54 | 64.5 | — | — | — | |
| TBDBackbone=ResNet-50, Video Specification=Perspective-Video-Specified, Citation=[20]2026.04 | 53.7 | 48.7 | 58.7 | — | — | — | |
| TBDBackbone=DenseNet-121, Video Specification=Perspective-Video-Specified, Citation=[7]2026.04 | 53.6 | 47.4 | 59.8 | — | — | — | |
| AOTBackbone=MobileNet-V2, Video Specification=Perspective-Video-Specified2026.04 | 53.4 | 47.1 | 59.7 | — | — | — | |
| CFBI+Backbone=ResNet-101, Video Specification=Perspective-Video-Specified2026.04 | 48 | 42.8 | 53.2 | — | — | — | |
| GMVOSBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 47.7 | 43.1 | 52.2 | — | — | — | |
| CFBIBackbone=ResNet-101, Video Specification=Perspective-Video-Specified2026.04 | 46.3 | 41.2 | 51.3 | — | — | — | |
| AFB-URRBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 43.5 | 38.9 | 48.1 | — | — | — | |
| UNICORNBackbone=ConvNeXt-L, Video Specification=Perspective-Video-Specified2026.04 | 40.4 | 33.9 | 46.9 | — | — | — | |
| STMBackbone=ResNet-50, Video Specification=Perspective-Video-Specified2026.04 | 40.1 | 36.4 | 43.8 | — | — | — | |
| TarVisBackbone=Swin-L, Video Specification=Perspective-Video-Specified2026.04 | 36.8 | 32.5 | 41.1 | — | — | — |