Video Affective Categorization on DFEW (5-fd)
71.71WARLSEF
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LSEFVenue/Year=-2025.11 | 71.71 | 89.77 | 69.93 | 66.03 | 76.86 | 67.49 | 17.93 | 39.19 | 61.12 | |
| LG-DSTFVenue/Year=T-MM’242025.11 | 69.82 | — | — | — | — | — | — | — | 58.89 | |
| RDFERVenue/Year=T-BIOM’252025.11 | 69.73 | 89.69 | 69.22 | 70.18 | 71.47 | 62.08 | 0.69 | 28.71 | 56.93 | |
| ST-RDGCNVenue/Year=T-AFFC’252025.11 | 69.37 | 89.57 | 69.92 | 62.17 | 79.31 | 62.24 | 20.69 | 30.39 | 59.18 | |
| M3DFELVenue/Year=CVPR’232025.11 | 69.25 | 89.59 | 68.38 | 67.88 | 74.24 | 59.69 | 0 | 31.63 | 56.1 | |
| GCA+IALVenue/Year=AAAI’232025.11 | 69.24 | 87.95 | 67.21 | 70.1 | 76.06 | 62.22 | 0 | 26.44 | 55.71 | |
| CFAN-SDAVenue/Year=T-CSVT’242025.11 | 69.19 | 90.84 | 70.91 | 65.72 | 69.97 | 57.86 | 13.1 | 35.36 | 57.7 | |
| T-MEPVenue/Year=T-CSVT’242025.11 | 68.85 | — | — | — | — | — | — | — | 57.16 | |
| NR-DFERNetVenue/Year=arXiv’222025.11 | 68.19 | 88.47 | 64.84 | 70.03 | 75.09 | 61.6 | 0 | 19.43 | 54.21 | |
| Logo-FormerVenue/Year=ICASSP’232025.11 | 66.98 | 85.39 | 66.52 | 68.94 | 71.33 | 54.59 | 0 | 32.71 | 54.21 | |
| STTVenue/Year=arXiv’222025.11 | 66.45 | 87.36 | 67.9 | 64.97 | 71.27 | 53.1 | 3.49 | 34.04 | 54.58 | |
| Former-DFERVenue/Year=ACM MM’212025.11 | 65.7 | 84.05 | 62.57 | 67.52 | 70.03 | 56.43 | 3.45 | 31.78 | 53.69 | |
| EC-STFLVenue/Year=ACM MM’202025.11 | 56.51 | 79.18 | 49.05 | 57.85 | 60.98 | 46.15 | 2.76 | 21.51 | 45.35 | |
| ResNet18+LSTMVenue/Year=ACM MM’202025.11 | 53.08 | 78 | 40.65 | 53.77 | 56.83 | 45 | 4.14 | 21.62 | 42.86 |