Audio Classification on CREMA-D 6
43.3Top-1 AccuracyPEAV L
Evaluation Results
| Method | Links | |
|---|---|---|
| PEAV LA-Enc Params.=1.1B, Data (M)=124, Sampling=30 FPS2025.12 | 43.3 | |
| PEAV L-OODA-Enc Params.=1.1B, Data (M)=114, Sampling=30 FPS, OOD=true2025.12 | 42.2 | |
| PEAV LA-Enc Params.=1.1B, Data (M)=124, Sampling=16 Frames2025.12 | 42 | |
| PEAV L (PT)A-Enc Params.=1.1B, Data (M)=92, Sampling=30 FPS, PT=true2025.12 | 40 | |
| PEAV BA-Enc Params.=0.2B, Data (M)=124, Sampling=30 FPS2025.12 | 36.9 | |
| PEAV SA-Enc Params.=.09B, Data (M)=124, Sampling=16 Frames2025.12 | 36.7 | |
| PEAV BA-Enc Params.=.2B, Data (M)=124, Sampling=16 Frames2025.12 | 35.5 | |
| PEAV SA-Enc Params.=.09B, Data (M)=124, Sampling=30 FPS2025.12 | 31.5 | |
| MS-CLAP23’A-Enc Params.=.08B, Data (M)=0.12025.12 | 29.1 | |
| CLAPA-Enc Params.=.03B, Data (M)=32025.12 | 28.4 | |
| CLAP-FusionA-Enc Params.=.03B, Data (M)=32025.12 | 27.8 | |
| LangBindA-Enc Params.=0.3B, Data (M)=102025.12 | 26.6 | |
| AFlamingo2A-Enc Params.=0.3B, Data (M)=82025.12 | 25.5 | |
| ImageBindA-Enc Params.=.09B, Data (M)=32025.12 | 24.7 | |
| M2D-CLAPA-Enc Params.=.09B, Data (M)=22025.12 | 15.8 |