SOD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Salient Object Detection | SOD (test) | Max F-Score88.5 | 39 | |
| Salient Object Detection | SOD 43 (test) | F-beta85.8 | 25 | |
| Salient Object Detection | SOD 300 | maxFβ0.871 | 21 | |
| Salient Object Detection | SOD 30 (test) | MaxF88.2 | 19 | |
| Salient Object Detection | SOD | F-beta Score77.46 | 18 | |
| Salient Object Detection | SOD | Sm85.4 | 13 | |
| Salient Object Detection | SOD | F_beta Score87.2 | 13 | |
| Saliency Detection | SOD | F-measure0.6896 | 12 | |
| Saliency Detection | SOD | AUC88.13 | 12 | |
| Symbolic music generation | SOD (test) | Mean NLL0.474 | 11 | |
| Saliency Detection | SOD | Fβ81.3 | 11 | |
| Symbolic Music Generation | SOD conditioned unconditioned | Delta (δ)0.47 | 10 | |
| Symbolic Music Generation (Duration Steering) | SOD (test) | Duration (ticks)22.17 | 6 | |
| Symbolic Music Generation (Pitch Steering) | SOD (test) | Pitch (semitones)43.99 | 6 | |
| Pitch Steering | SOD High→Dn→Up scenario | W1 Pitch Error (st)54.75 | 4 | |
| Pitch Steering | SOD Low→Up→Dn scenario | W1 Mean Pitch Error (st)49.4 | 4 | |
| Salient Object Detection | SOD | F-mean86.3 | 4 | |
| Symbolic Music Generation | SOD H/S → L/L scenario | Pitch Accuracy53.06 | 2 | |
| Symbolic Music Generation | SOD L/L → H/S scenario | Pitch Error64.09 | 2 | |
| Symbolic Music Generation | SOD H/L → L/S scenario | Pitch Accuracy57.64 | 2 | |
| Symbolic Music Generation | SOD L/S → H/L scenario | Pitch Accuracy67.12 | 2 |
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