Audio Question Answering on MUSIC-AVQA 1.0 (test)
84.86Counting AccuracyQA-TIGER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| QA-TIGER2025.03 | 84.86 | 67.85 | 78.58 | |
| TSPM2025.03 | 84.07 | 64.65 | 76.91 | |
| MCCDMCCD=true2024.04 | 83.87 | 71.04 | 79.14 | |
| APL2025.03 | 82.4 | 70.71 | 78.09 | |
| LAVISH2025.03 | 82.09 | 65.56 | 75.97 | |
| LAVisHMCCD=false2024.04 | 81.32 | 63.3 | 74.67 | |
| LAVisHMCCD=true2024.04 | 80.33 | 63.8 | 74.24 | |
| COCAMCCD=false2024.04 | 79.35 | 66.5 | 74.61 | |
| COCA2025.03 | 79.35 | 67.68 | 75.42 | |
| MCANMCCD=true2024.04 | 78.27 | 56.57 | 70.27 | |
| STGMCCD=false2024.04 | 78.18 | 67.05 | 74.06 | |
| ST-AVQA2025.03 | 78.18 | 67.05 | 74.06 | |
| MCANMCCD=false2024.04 | 77.5 | 55.24 | 69.25 | |
| MCAN2025.03 | 77.5 | 55.24 | 69.25 | |
| PSACMCCD=false2024.04 | 75.64 | 66.06 | 72.09 | |
| PSAC2025.03 | 75.64 | 66.06 | 72.09 | |
| LAViTMCCD=true2024.04 | 75.12 | 65.49 | 71.57 | |
| PSACMCCD=true2024.04 | 75.02 | 65.66 | 71.57 | |
| HMEMCCD=false2024.04 | 74.76 | 63.56 | 70.61 | |
| HME2025.03 | 74.76 | 63.56 | 70.61 | |
| LAViTMCCD=false2024.04 | 74.36 | 64.56 | 70.73 | |
| Pano-AVQA2025.03 | 74.36 | 64.56 | 70.73 | |
| CONVLSTMMCCD=false2024.04 | 74.07 | 68.89 | 72.15 | |
| PSTP-Net2025.03 | 73.97 | 65.59 | 70.91 | |
| GRUMCCD=true2024.04 | 73.35 | 66.16 | 70.7 | |
| HMEMCCD=true2024.04 | 72.96 | 62.29 | 69.03 | |
| CONVLSTMMCCD=true2024.04 | 72.76 | 69.53 | 71.57 | |
| AVSDMCCD=false2024.04 | 72.41 | 61.9 | 68.52 | |
| AVSD2025.03 | 72.41 | 61.9 | 68.52 | |
| GRUMCCD=false2024.04 | 72.21 | 66.89 | 70.24 | |
| HCRNMCCD=true2024.04 | 72.17 | 64.65 | 69.4 | |
| AVSDMCCD=true2024.04 | 72.07 | 63.97 | 69.09 | |
| FCNLSTMMCCD=true2024.04 | 70.99 | 66.5 | 69.34 | |
| FCNLSTMMCCD=false2024.04 | 70.45 | 66.22 | 68.88 | |
| FCNLSTM2025.03 | 70.45 | 66.22 | 68.88 | |
| BiLSTM AttnMCCD=false2024.04 | 70.35 | 47.92 | 62.05 | |
| BILSTM2025.03 | 70.35 | 47.92 | 62.05 | |
| HCAttnMCCD=false2024.04 | 70.25 | 54.91 | 64.57 | |
| HCAttn2025.03 | 70.25 | 54.91 | 64.57 | |
| HCAttnMCCD=true2024.04 | 69.52 | 53.37 | 63.56 | |
| HCRNMCCD=false2024.04 | 68.59 | 50.92 | 62.05 | |
| HCRN2025.03 | 68.59 | 50.92 | 62.05 | |
| BiLSTM AttnMCCD=true2024.04 | 68.24 | 54.88 | 63.31 |