Classification on VGGSound-2C bimodal (test)
43.74Accuracy (Gaussian)READ
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| READSeverity level=5, Continual setting=true2026.02 | 43.74 | 38.89 | 40.23 | 26.72 | 25.54 | 22.65 | 27.92 | 29.26 | 30.81 | 22.08 | 25.53 | 26.18 | 25.04 | 28.38 | 33.09 | 29.74 | |
| PTASeverity level=5, Continual setting=true2026.02 | 40.82 | 34.35 | 33.69 | 28.21 | 29.71 | 32.52 | 39.27 | 41.44 | 41.59 | 32.35 | 36.44 | 36.41 | 34.52 | 35.96 | 40.37 | 35.84 | |
| AV-CTTABuffer size (η)=50, Severity level=5, Continual setting=true2026.02 | 40.63 | 34.77 | 37.7 | 31.37 | 34.95 | 41.07 | 50.02 | 49.03 | 52.51 | 38.79 | 29.37 | 29.85 | 24.06 | 28.4 | 35.58 | 37.21 | |
| AV-CTTABuffer size (η)=100, Severity level=5, Continual setting=true2026.02 | 40.42 | 33.95 | 37.66 | 30.05 | 34.8 | 40.81 | 50.07 | 49.86 | 52.58 | 44.52 | 39.74 | 34.44 | 28.85 | 31.85 | 37.68 | 39.15 | |
| AV-CTTABuffer size (η)=200, Severity level=5, Continual setting=true2026.02 | 40.42 | 33.58 | 37.02 | 29.6 | 34.63 | 40.33 | 49.81 | 49.49 | 51.96 | 44.63 | 45.9 | 49.47 | 46.1 | 51 | 54.55 | 43.9 | |
| AV-CTTABuffer size (η)=300, Severity level=5, Continual setting=true2026.02 | 40.42 | 33.9 | 36.86 | 29.57 | 34.61 | 40.22 | 49.84 | 49.35 | 51.54 | 44.31 | 45.71 | 49.34 | 46.04 | 50.69 | 54.79 | 43.81 | |
| AV-CTTABuffer size (η)=400, Severity level=5, Continual setting=true2026.02 | 40.42 | 33.75 | 37.03 | 29.55 | 34.59 | 40.07 | 49.83 | 49.26 | 51.45 | 44.29 | 45.65 | 49.2 | 46.04 | 50.18 | 54.89 | 43.75 | |
| AV-CTTABuffer size (η)=∞, Severity level=5, Continual setting=true2026.02 | 40.42 | 33.78 | 36.79 | 29.33 | 34.62 | 39.96 | 49.73 | 49.12 | 51.12 | 44.21 | 45.34 | 48.66 | 46.14 | 48.53 | 54.91 | 43.51 | |
| SuMiSeverity level=5, Continual setting=true2026.02 | 33.23 | 25.37 | 24.7 | 27.67 | 35.44 | 20.79 | 46.54 | 48.04 | 49.66 | 24.99 | 38.67 | 47.76 | 31.93 | 48.43 | 55.42 | 37.24 | |
| BriMPR*Severity level=5, Continual setting=true2026.02 | 30.47 | 24.53 | 25.02 | 24.12 | 26.15 | 21.54 | 27.77 | 26.88 | 26.73 | 20.81 | 23.24 | 23.55 | 18.83 | 25.85 | 28.2 | 24.91 | |
| EATASeverity level=5, Continual setting=true2026.02 | 30.16 | 23.81 | 20.97 | 26.36 | 34.73 | 24.55 | 46.69 | 47.94 | 49.5 | 28.26 | 40.9 | 46 | 29.27 | 45.95 | 53.46 | 36.57 | |
| SOURCESeverity level=5, Continual setting=true2026.02 | 30.11 | 23.63 | 20.77 | 25.77 | 34.57 | 24.48 | 46.39 | 48.43 | 50.4 | 29.5 | 42.15 | 47.6 | 31.83 | 47.64 | 55.21 | 37.23 | |
| SARSeverity level=5, Continual setting=true2026.02 | 12.74 | 10.9 | 13.3 | 18.97 | 36.62 | 18.21 | 43.16 | 46.75 | 49.01 | 19.7 | 41.63 | 31.1 | 23.26 | 43.85 | 51.09 | 30.69 | |
| TENTSeverity level=5, Continual setting=true2026.02 | 2.87 | 0.33 | 0.33 | 0.37 | 0.89 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.33 | 0.54 |