Action Recognition on ELLAR (test)
55.13Top-1 AccuracyIllumi-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Illumi-NetPretrained=VideoMAE-B, Input Setting=RGB clip2026.06 | 55.13 | 78.87 | |
| DGAMPretrained=K400, Input Setting=RGB clip2026.06 | 38.42 | 74.44 | |
| Video-Swin-BPretrained=K400, Input Setting=RGB clip2026.06 | 35.03 | 68.87 | |
| DarkLightPretrained=IG-65M, Input Setting=RGB clip2026.06 | 28.58 | 64.31 | |
| TimeSformerPretrained=K400, Input Setting=RGB clip2026.06 | 15.51 | 55.96 | |
| ResNet101Pretrained=K700, Input Setting=RGB clip2026.06 | 10.46 | 45.69 | |
| ResNeXt101Pretrained=K400, Input Setting=RGB clip2026.06 | 9.63 | 39.37 |