AVSBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Audio-Visual Segmentation | AVSBench S4 v1 (test) | MJ86.2 | 55 | |
| Audio-Visual Segmentation | AVSBench MS3 (test) | Jaccard Index (IoU)65 | 38 | |
| Audio-Visual Segmentation | AVSBench MS3 v1 (test) | Mean Jaccard67.6 | 37 | |
| Audio-Visual Semantic Segmentation | AVSBench AVSS v1 (test) | MJ51.2 | 29 | |
| Sound Target Segmentation | AVSBench-object MS3 1.0 (test) | mIoU59.2 | 23 | |
| Audio-Visual Segmentation | AVSBench Object S4 (test) | Jaccard Index (J)85.5 | 21 | |
| Audio-Visual Segmentation | AVSBench AVS-Objects-MS3 | J & F Score75.1 | 21 | |
| Audio-Visual Segmentation | AVSBench AVS-Objects-S4 | J&F Score92.4 | 21 | |
| Audio-Visual Segmentation | AVSBench S4 (test) | F89.8 | 21 | |
| Audio-Visual Segmentation | AVSBench multiple-source V1 | MJ75.58 | 13 | |
| Audio-Visual Segmentation | AVSBench single-source V1 | MJ Score86.62 | 13 | |
| Audio-Visual Semantic Segmentation | AVSBench-Semantic (AVSS) (test) | Jaccard Index (J)48.5 | 13 | |
| Audio-Visual Segmentation | AVSBench AVS-Semantic | J (Jaccard)49.7 | 13 | |
| Sound Source Segmentation | AVSBench | mIoU36.37 | 10 | |
| Audio referred image grounding | AVSBench (test) | cIoU79.82 | 10 | |
| Audio-Visual Segmentation | AVSBench binary V2 | MJ Score79.09 | 8 | |
| Audio-Visual Semantic Segmentation | AVSBench Semantic (test) | mIoU50.1 | 8 | |
| Audio-Visual Segmentation | AVSBench semantic V2 | MJ Score50.57 | 7 | |
| Audio-Visual Segmentation | AVSBench-object MS3 | mIoU57.1 | 7 | |
| Audio-Visual Segmentation | AVSBench-object S4 | mIoU81.2 | 7 | |
| Audio-Visual Segmentation | AVSBench MS3 | MJ Score54.5 | 7 | |
| Audio-Visual Segmentation | AVSBench S4 | MJ Score76.6 | 7 | |
| Audio-Visual Segmentation | AVSBench MS3 setting (test) | MJ Score55.1 | 6 | |
| Audio-visual segmentation | AVSBench Multi-source | mIoU63.5 | 5 | |
| Audio-visual segmentation | AVSBench Single-source | mIoU89.4 | 5 |
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