Agreement/Honesty classification on ABAW A/H 10 (test)
69.4Macro F1ConflictAwareAH
Evaluation results
| Method | Links | |
|---|---|---|
| ConflictAwareAHEnsemble configuration=2 ckpts × 5 win.2026.03 | 69.4 | |
| ConflictAwareAHInference windows=1 or 5 windows, Ensemble configuration=single model2026.03 | 69 | |
| BAH: Zero-shot M-LLM + transcriptZero-shot=true, Modalities=M-LLM + transcript2026.03 | 63.4 | |
| BAH: LFAN (V+A+T, co-attention)Modalities=V+A+T, Fusion=co-attention2026.03 | 59.3 | |
| BAH: Video-FocalNet baseBackbone=Video-FocalNet base2026.03 | 56.6 | |
| BAH: Zero-shot M-LLM (vision only)Zero-shot=true, Modalities=vision only2026.03 | 28.3 |