Facial Expression Recognition on BioVid Part A (target)
81Weighted Accuracy Rate (WAR)TTA-CaP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TTA-CaPProtocol=FT + TTA2026.03 | 81 | 78.6 | |
| T3ALProtocol=FT + TTA2026.03 | 76.1 | 72.9 | |
| PromptAlignProtocol=FT + TTA2026.03 | 75.3 | 71.6 | |
| ReTAProtocol=FT + TTA2026.03 | 75.1 | 71.3 | |
| DPEProtocol=FT + TTA2026.03 | 73.1 | 69.6 | |
| TDAProtocol=FT + TTA2026.03 | 71.4 | 68.2 | |
| TPTProtocol=FT + TTA2026.03 | 71.1 | 67.5 | |
| X-CLIPProtocol=FT2026.03 | 70.9 | 57.9 | |
| Exp-CLIPProtocol=FT2026.03 | 70.2 | 66.7 | |
| CLIP-ViT-B/32†Protocol=FT2026.03 | 69.7 | 66.6 | |
| EmoCLIPProtocol=FT2026.03 | 67.7 | 63.4 | |
| CLIP-ViT-B/32Protocol=ZS2026.03 | 50 | 33.3 |