Metric: Val (higher is better)
| # | Model↕ | Val▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CPNet Res34, 5 CP | 96.7 | No | Learning Video Representations from Corresponden... | 2019-05-20 | Code |
| 2 | STM (Resnet-50, 16 frames) | 96.7 | No | STM: SpatioTemporal and Motion Encoding for Acti... | 2019-08-07 | - |
| 3 | MFNet | 96.68 | No | Motion Feature Network: Fixed Motion Filter for ... | 2018-07-26 | - |
| 4 | MultiScale TRN | 95.31 | No | Temporal Relational Reasoning in Videos | 2017-11-22 | Code |
| 5 | DIN | 95.31 | No | DenseImage Network: Video Spatial-Temporal Evolu... | 2018-05-19 | - |
| 6 | convSTAR | 92.7 | No | Gating Revisited: Deep Multi-layer RNNs That Can... | 2019-11-25 | Code |
| 7 | 3D-SqueezeNet | 90.77 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |
| 8 | 3D-ShuffleNetV2 0.25x | 86.91 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |
| 9 | 3D-MobileNetV2 0.2x | 86.43 | No | Resource Efficient 3D Convolutional Neural Netwo... | 2019-04-04 | Code |