Visual Emotion Understanding on FI (test)
71.22AccuracyUniEmo
Evaluation Results
| Method | Links | |
|---|---|---|
| UniEmoBackbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 71.22 | |
| UniEmoBackbone=ViT-B/16, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 70.05 | |
| UniEmoBackbone=ViT-B/32, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 68.32 | |
| EmoVITBackbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 68.09 | |
| MVPBackbone=ViT-B/32, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 65.73 | |
| CoCoOpBackbone=ViT-B/32, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 61.98 | |
| CoOpBackbone=ViT-B/32, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 60.52 | |
| BLIP2Backbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 57.72 | |
| LLaVABackbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 56.04 | |
| InstructBLIPBackbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 37.97 | |
| FlamingoBackbone=ViT-L/14, Zero-shot=true, Pre-trained on EmoSet=true2025.07 | 14.91 |