Audio-Visual Segmentation on AVSBench-Object MS3 (test)
72.3Jaccard Index (J)SDAVS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SDAVSBackbone=Swin-base2026.03 | 72.3 | 80.8 | 76.6 | |
| SDAVSBackbone=PVT-v22026.03 | 70.5 | 79 | 74.8 | |
| AVS-MambaBackbone=PVT-v22026.03 | 68.6 | 78.8 | 73.7 | |
| AVSStoneBackbone=Swin-base2026.03 | 67.4 | 77.6 | 72.5 | |
| BiasAVSBackbone=Swin-base2026.03 | 67.2 | 80.8 | 74 | |
| MUTRBackbone=Swin-Large2026.03 | 65 | 73 | 69 | |
| AVSACBackbone=PVT-v22026.03 | 64.2 | 76.6 | 70.4 | |
| GAVSBackbone=ViT-base2026.03 | 63.7 | 77.4 | 70.6 | |
| AQFormerBackbone=PVT-v22026.03 | 62.2 | 72.7 | 67.5 | |
| QDFormerBackbone=Swin-tiny2026.03 | 61.9 | 66.1 | 64 | |
| C3NBackbone=PVT-v22026.03 | 61.7 | 72.2 | 66.95 | |
| AVSegFormerBackbone=PVT-v22026.03 | 61.3 | 73 | 67.2 | |
| CQFormerBackbone=PVT-v22026.03 | 61 | 72.7 | 66.9 | |
| SelMBackbone=PVT-v22026.03 | 60.3 | 71.3 | 65.8 | |
| BAVSBackbone=Swin-base2026.03 | 59.6 | 65.9 | 61.3 | |
| AVSCBackbone=Swin-base2026.03 | 59.5 | 65.8 | 62.7 | |
| COMBOBackbone=PVT-v22026.03 | 59.2 | 71.2 | 65.2 | |
| CATRBackbone=PVT-v22026.03 | 59 | 70 | 64.5 | |
| PIFBackbone=PVT-v22026.03 | 58.9 | 70.9 | 64.9 | |
| AVSBGBackbone=PVT-v22026.03 | 55.1 | 66.8 | 61 | |
| TPAVIBackbone=PVT-v22026.03 | 54 | 64.5 | 59.3 |