HRIR spatial up-sampling on SONICOM free-field HRIRs (test)
9.1ITD Error (E)NF-LoRA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NF-LoRAMeasurement sparsity level (M)=1002026.03 | 9.1 | 1.1 | |
| RANFMeasurement sparsity level (M)=1002026.03 | 10 | 0.8 | |
| BiFormer3DMeasurement sparsity level (M)=1002026.03 | 10.6 | 0.7 | |
| NF-CbCMeasurement sparsity level (M)=1002026.03 | 11.8 | 1.7 | |
| RANFMeasurement sparsity level (M)=192026.03 | 14.2 | 1 | |
| NF-LoRAMeasurement sparsity level (M)=192026.03 | 14.7 | 1.1 | |
| NF-CbCMeasurement sparsity level (M)=192026.03 | 14.8 | 1.8 | |
| BiFormer3DMeasurement sparsity level (M)=192026.03 | 15.4 | 0.95 | |
| BiFormer3DMeasurement sparsity level (M)=52026.03 | 16.4 | 1.1 | |
| BiFormer3DMeasurement sparsity level (M)=32026.03 | 18.5 | 1.14 | |
| RANFMeasurement sparsity level (M)=52026.03 | 18.7 | 1.2 | |
| HRTF-Sel-ITDMeasurement sparsity level (M)=1002026.03 | 20 | 1.4 | |
| RANFMeasurement sparsity level (M)=32026.03 | 20.5 | 1.2 | |
| NF-CbCMeasurement sparsity level (M)=52026.03 | 20.7 | 2 | |
| NF-CbCMeasurement sparsity level (M)=32026.03 | 22.1 | 1.5 | |
| HRTF-Sel-ITDMeasurement sparsity level (M)=192026.03 | 23.2 | 1.6 | |
| HRTF-Sel-ITDMeasurement sparsity level (M)=52026.03 | 24.5 | 1.5 | |
| NF-LoRAMeasurement sparsity level (M)=52026.03 | 24.7 | 1.4 | |
| HRTF-Sel-ITDMeasurement sparsity level (M)=32026.03 | 26.3 | 1.4 | |
| NF-LoRAMeasurement sparsity level (M)=32026.03 | 28.6 | 1.3 | |
| HRTF-Sel-LSDMeasurement sparsity level (M)=1002026.03 | 31.4 | 1.3 | |
| HRTF-Sel-LSDMeasurement sparsity level (M)=52026.03 | 35.7 | 1.4 | |
| HRTF-Sel-LSDMeasurement sparsity level (M)=192026.03 | 37.4 | 1.5 | |
| HRTF-Sel-LSDMeasurement sparsity level (M)=32026.03 | 37.5 | 1.5 | |
| NbrMeasurement sparsity level (M)=1002026.03 | 44 | 1.4 | |
| NbrMeasurement sparsity level (M)=192026.03 | 108.3 | 3 | |
| NbrMeasurement sparsity level (M)=52026.03 | 154.2 | 4.8 | |
| NbrMeasurement sparsity level (M)=32026.03 | 274.2 | 7.6 |