Audio-Visual Segmentation on S4
70.5mIoU (MJ)AL-Ref-SAM2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AL-Ref-SAM2Training-Free=true2025.04 | 70.5 | 81.1 | |
| OpenAVS-Large (SAM2)Training-Free=true, Backbone=SAM22025.04 | 70.1 | 78.2 | |
| OpenAVS (SAM2)Training-Free=true, Backbone=SAM22025.04 | 68 | 76.4 | |
| OpenAVS-Lite (SAM2)Training-Free=true, Backbone=SAM22025.04 | 63.9 | 72.5 | |
| OpenAVS-LiteTraining-Free=true2025.04 | 58.2 | 68.9 | |
| OWOD-BINDTraining-Free=true2025.04 | 58 | 67 | |
| Box-PromptTraining-Free=true2025.04 | 51.2 | 61.5 | |
| OV-AVSS (USSL)Training-Free=false2025.04 | 48.6 | 61.6 | |
| SAM-BINDTraining-Free=true2025.04 | 42 | 51 | |
| Point-PromptTraining-Free=true2025.04 | 40.3 | 51.5 | |
| AT-GDINO-SAMTraining-Free=true2025.04 | 38 | 46 |