Video Classification on UCF-101 (Performance Metrics)
88.5Throughput (videos/s)ToFu
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ToFuModel=VideoMAE ViT-B, r=160, GFLOPs=214.1, start layer=32026.04 | 88.5 | 45.2 | 1.49 | |
| ToMeModel=VideoMAE ViT-B, r=160, GFLOPs=214.1, start layer=32026.04 | 87.1 | 45.9 | 1.47 | |
| PiToMeModel=VideoMAE ViT-B, r=160, GFLOPs=214.1, start layer=32026.04 | 83.5 | 47.9 | 1.4 | |
| MCTFModel=VideoMAE ViT-B, r=160, GFLOPs=214.1, start layer=32026.04 | 76.9 | 52 | 1.29 | |
| CATISModel=VideoMAE ViT-B, r=160, GFLOPs=214.1, start layer=32026.04 | 76.2 | 52.5 | 1.28 | |
| VanillaModel=VideoMAE ViT-B, r=160, GFLOPs=315.4, start layer=32026.04 | 59.4 | 67.3 | 1 |