Metric: 3-fold Accuracy (higher is better)
| # | Model↕ | 3-fold Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | STM (ImageNet+Kinetics pretrain) | 96.2 | No | STM: SpatioTemporal and Motion Encoding for Acti... | 2019-08-07 | - |
| 2 | 3D-SqueezeNet | 74.94 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |
| 3 | 3D-ShuffleNetV2 0.25x | 56.52 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |
| 4 | 3D-MobileNetV2 0.2x | 55.56 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |
| 5 | Baseline UCF101 | 43.9 | No | UCF101: A Dataset of 101 Human Actions Classes F... | 2012-12-03 | Code |