Valence-Arousal Estimation on Aff-Wild2 (val)
0.587PCC (VA)CLIP+TCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIP+TCN2026.03 | 0.587 | 0.562 | 0.612 | |
| MultiScaleTCN2026.03 | 0.565 | 0.467 | 0.663 | |
| MT-DDAMFNClassifier=MLP, Post-processing=smoothing2026.03 | 0.562 | 0.51 | 0.615 | |
| GRJCA2026.03 | 0.555 | 0.459 | 0.652 | |
| Time-aware Gated Fusion2026.03 | 0.552 | 0.427 | 0.676 | |
| Best EfficientNet2026.03 | 0.543 | 0.49 | 0.596 | |
| MT-DDAMFNClassifier=MLP2026.03 | 0.503 | 0.469 | 0.538 | |
| DDAMFN+LSTM2026.03 | 0.479 | — | — | |
| LibreFaceClassifier=MLP2026.03 | 0.362 | 0.307 | 0.418 | |
| MT-DDAMFNstatus=pretrained2026.03 | 0.321 | 0.413 | 0.229 | |
| MAVEN2026.03 | 0.3061 | 0.307 | 0.305 | |
| Baseline ResNet-502026.03 | 0.22 | 0.24 | 0.2 | |
| wav2vec 2.02026.03 | 0.116 | -0.011 | 0.244 |