Audio-Visual Segmentation on AVSBench Object S4 (test)
85.5Jaccard Index (J)SDAVS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SDAVSBackbone=Swin-base2026.03 | 85.5 | 92 | 88.8 | |
| AVS-MambaBackbone=PVT-v22026.03 | 85 | 92.6 | 88.8 | |
| COMBOBackbone=PVT-v22026.03 | 84.7 | 91.9 | 88.3 | |
| SDAVSBackbone=PVT-v22026.03 | 84.6 | 91.3 | 88 | |
| AVSACBackbone=PVT-v22026.03 | 84.5 | 91.6 | 88.1 | |
| CQFormerBackbone=PVT-v22026.03 | 83.6 | 91.2 | 87.4 | |
| SelMBackbone=PVT-v22026.03 | 83.5 | 91.2 | 87.4 | |
| BiasAVSBackbone=Swin-base2026.03 | 83.3 | 93 | 88.2 | |
| AVSStoneBackbone=Swin-base2026.03 | 83.2 | 91.3 | 87.3 | |
| AVSegFormerBackbone=PVT-v22026.03 | 83.1 | 90.5 | 86.8 | |
| C3NBackbone=PVT-v22026.03 | 83.1 | 90.8 | 86.95 | |
| BAVSBackbone=Swin-base2026.03 | 82.7 | 89.8 | 86.3 | |
| AVSBGBackbone=PVT-v22026.03 | 81.7 | 90.4 | 86.1 | |
| AQFormerBackbone=PVT-v22026.03 | 81.6 | 89.4 | 85.5 | |
| MUTRBackbone=Swin-Large2026.03 | 81.5 | 89.8 | 85.7 | |
| CATRBackbone=PVT-v22026.03 | 81.4 | 89.6 | 85.5 | |
| PIFBackbone=PVT-v22026.03 | 81.4 | 90 | 85.7 | |
| AVSCBackbone=Swin-base2026.03 | 81.3 | 88.6 | 85 | |
| GAVSBackbone=ViT-base2026.03 | 80.1 | 90 | 85.1 | |
| QDFormerBackbone=Swin-tiny2026.03 | 79.5 | 88.2 | 83.9 | |
| TPAVIBackbone=PVT-v22026.03 | 78.7 | 87.9 | 83.3 |