Audio-Visual Segmentation on MS3
52.5mIoU (MJ)OpenAVS-Large (SAM2)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OpenAVS-Large (SAM2)Training-Free=true, Backbone=SAM22025.04 | 52.5 | 55.7 | |
| OpenAVS-Lite (SAM2)Training-Free=true, Backbone=SAM22025.04 | 51.2 | 58.7 | |
| OpenAVS (SAM2)Training-Free=true, Backbone=SAM22025.04 | 51.1 | 54.1 | |
| AL-Ref-SAM2Training-Free=true2025.04 | 48.6 | 53.5 | |
| OpenAVS-LiteTraining-Free=true2025.04 | 48.3 | 56.5 | |
| Box-PromptTraining-Free=true2025.04 | 41.8 | 47.8 | |
| OV-AVSS (USSL)Training-Free=false2025.04 | 36.1 | 42.7 | |
| OWOD-BINDTraining-Free=true2025.04 | 34 | 44 | |
| Point-PromptTraining-Free=true2025.04 | 28.8 | 33.3 | |
| SAM-BINDTraining-Free=true2025.04 | 28 | 36 | |
| AT-GDINO-SAMTraining-Free=true2025.04 | 25 | 29 |