Audio Attribution on FMA Large (test)
100R@1GRAD-COS
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GRAD-COSStage=coarse, K=3002026.05 | 100 | 0 | 100 | 0.997 | 2.81 | 14.2 | 5.5 | 8.56 | 99.2 | 97.6 | 29.56 | 99.8 | 99.7 | |
| TRAKStage=coarse, K=3002026.05 | 99.3 | 0.4 | 2.2 | 0.991 | 2.78 | 0.1 | 0 | 5.89 | 0 | 0 | 7.58 | 0 | 0 | |
| CLAPStage=—, K=3002026.05 | 92.4 | 5.4 | 80.1 | 0.584 | 1.38 | 60.9 | 39.8 | 2.75 | 30 | 17.2 | 1.5 | 59.3 | 48.2 | |
| FACTGRASSStage=fine, K=3002026.05 | 86.6 | 8.1 | 0 | 0.663 | 0.8 | 15.2 | 0 | 3.57 | 0 | 0 | 4.81 | 0 | 0 | |
| GRAD-COSStage=fine, K=3002026.05 | 79.3 | 20 | 1.5 | 0.736 | 0.35 | 28.5 | 0.4 | 5.54 | 0 | 0 | 10.53 | 0.7 | 0.1 | |
| TRAKStage=fine, K=3002026.05 | 77.2 | 20.8 | 0.2 | 0.641 | 0.45 | 76.1 | 0.4 | 1.25 | 93.9 | 17.5 | 0.73 | 89.1 | 1.6 | |
| CLEWSStage=—, K=3002026.05 | 60.7 | 14.1 | 40.6 | 0.28 | 0.5 | 51 | 26.3 | 3.04 | 34.9 | 24.8 | 0.71 | 54.4 | 38.7 | |
| MERTStage=—, K=3002026.05 | 43.7 | 37.5 | 0.2 | 0.358 | 1.09 | 60.4 | 39.5 | 6.55 | 86.8 | 78.2 | 4.84 | 84.5 | 74.7 | |
| GRAD-COSStage=semantic, K=3002026.05 | 41.3 | 41.9 | 21.6 | 0.374 | 0.36 | 57.6 | 18.6 | 2.15 | 21.7 | 5.7 | 0.93 | 67.1 | 30.5 | |
| TRAKStage=semantic, K=3002026.05 | 28.2 | 9.8 | 17.5 | 0.076 | 1.51 | 85.8 | 38.1 | 3.63 | 1.5 | 0 | 0.86 | 28.3 | 3.3 | |
| LOGRAStage=fine, K=3002026.05 | 22.3 | 6.5 | 0 | 0.272 | 0.77 | 22.4 | 0.6 | 3.9 | 0 | 0 | 4.45 | 0 | 0 | |
| LOGRAStage=coarse, K=3002026.05 | 5.7 | 3.8 | 0.6 | 0.049 | 0.38 | 42.7 | 21.7 | 3.04 | 23.2 | 13.4 | 1.23 | 52.1 | 39.6 | |
| FACTGRASSStage=coarse, K=3002026.05 | 5.1 | 3 | 0.1 | 0.046 | 0.57 | 36.9 | 14 | 3.45 | 13.2 | 5.6 | 1.6 | 32.6 | 21.6 | |
| LOGRAStage=semantic, K=3002026.05 | 0.8 | 1.7 | 0 | 0.013 | 0.96 | 61.3 | 36.8 | 1.53 | 30.7 | 15.1 | 1.41 | 59.7 | 44.4 | |
| FACTGRASSStage=semantic, K=3002026.05 | 0.6 | 1.8 | 0 | 0.012 | 1.08 | 61.2 | 40.2 | 0.83 | 39.3 | 22.6 | 2.47 | 64.5 | 51.5 |