Audio-visual video parsing on LLP (val)
83.4Segment-Level Audio AccuracyEAR
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EAR2026.05 | 83.4 | 75.3 | 70.3 | 76.3 | 81.5 | 76.9 | 70.8 | 65.2 | 71 | 73.8 | 74.5 | |
| VALOR2026.05 | 80.8 | 72.3 | 65.2 | 72.8 | 79.5 | 71.7 | 66.4 | 57.5 | 65.2 | 67.7 | 69.9 | |
| UWAV2026.05 | 80.1 | 75.4 | 68.5 | 74.7 | 79.9 | 72.1 | 70.7 | 61.4 | 68.1 | 70.5 | 72.1 | |
| BL+RegBNBackbone=AVVP, Normalization=RegBN, Learnable parameters=4,571,7232023.10 | 63.5 | 55.3 | 49.1 | 55 | 58 | 52.5 | 51.1 | 44 | 49 | 50.9 | — | |
| BLBackbone=AVVP, Learnable parameters=4,571,7232023.10 | 61.8 | 54.5 | 49 | 55.1 | 57.4 | 53.6 | 49.9 | 43.3 | 49.4 | 49.8 | — | |
| BL+PMDNBackbone=AVVP, Normalization=PMDN, Learnable parameters=30,786,1232023.10 | 61.4 | 54.6 | 48.9 | 54.8 | 57.4 | 52.8 | 50.5 | 43.3 | 49.3 | 50.2 | — |