Event Classification (V → A) on VGGSound-AVEL 40K
75.3PrecisionMICU
Evaluation results
| Method | Links | |
|---|---|---|
| MICUPretraining Scale=40K2026.05 | 75.3 | |
| CoDAARPretraining Scale=40K2026.05 | 73.5 | |
| DCIDPretraining Scale=40K2026.05 | 67.1 | |
| MICUSetting=AVT2026.05 | 56.1 | |
| DCIDSetting=AVT2026.05 | 54.1 | |
| CoDAARSetting=AVT2026.05 | 52.3 | |
| DCIDModality Setting=AV2026.05 | 47.7 | |
| CoDAARModality Setting=AV2026.05 | 47.6 | |
| MICUModality Setting=AV2026.05 | 47.2 | |
| CMCMModality Setting=AV2026.05 | 32.7 | |
| CODISModality Setting=AV2026.05 | 20.8 | |
| TURNModality Setting=AV2026.05 | 19.1 | |
| BaselinePretraining Scale=40K2026.05 | 17.1 | |
| BaselineSetting=AVT2026.05 | 6.2 | |
| BaselineModality Setting=AV2026.05 | 5.1 |