Visual Emotion Recognition on Flickr
86.4AccuracyResNet-50
Evaluation results
| Method | Links | |
|---|---|---|
| ResNet-50Enhancement strategy=w/ NS-LF2026.04 | 86.4 | |
| ViT-B/16Enhancement strategy=w/ NS-LF2026.04 | 86.4 | |
| ResNet-50Enhancement strategy=NS-LF2026.04 | 86.4 | |
| ViT-B/16Enhancement strategy=NS-LF2026.04 | 86.4 | |
| ViT-B/16Enhancement strategy=Basic2026.04 | 86.2 | |
| ViT-B/16Enhancement strategy=Basic2026.04 | 86.2 | |
| Swin-TEnhancement strategy=w/ NS-LF2026.04 | 85.9 | |
| Swin-TEnhancement strategy=NS-LF2026.04 | 85.9 | |
| ResNet-50Enhancement strategy=Basic2026.04 | 85.7 | |
| ResNet-50Enhancement strategy=Basic2026.04 | 85.7 | |
| DenseNet-121Enhancement strategy=w/ NS-LF2026.04 | 85.6 | |
| DenseNet-121Enhancement strategy=NS-LF2026.04 | 85.6 | |
| Avg.Enhancement strategy=w/ NS-LF2026.04 | 85.5 | |
| DenseNet-121Enhancement strategy=Basic2026.04 | 85.1 | |
| DenseNet-121Enhancement strategy=Basic2026.04 | 85.1 | |
| Avg.Enhancement strategy=Basic2026.04 | 84.8 | |
| VGG-16Enhancement strategy=w/ NS-LF2026.04 | 84.6 | |
| VGG-16Enhancement strategy=NS-LF2026.04 | 84.6 | |
| VGG-16Enhancement strategy=Basic2026.04 | 84.4 | |
| VGG-16Enhancement strategy=Basic2026.04 | 84.4 | |
| Swin-TEnhancement strategy=Basic2026.04 | 83.9 | |
| Swin-TEnhancement strategy=Basic2026.04 | 83.9 | |
| AlexNetEnhancement strategy=w/ NS-LF2026.04 | 83.8 | |
| AlexNetEnhancement strategy=NS-LF2026.04 | 83.8 | |
| AlexNetEnhancement strategy=Basic2026.04 | 83.2 | |
| AlexNetEnhancement strategy=Basic2026.04 | 83.2 |