| UCF101 | TempPr† | Top-1 Accuracy96.6 | | 167 | 29d ago |
| HMDB51 (over all three splits) | S3D-G | Accuracy75.9 | | 121 | 4mo ago |
| Kinetics 400 | InternVideo2 | Top-1 Acc92.1 | | 71 | 2mo ago |
| Kinetics-400 (val) | VideoMAE V2-g | Top-1 Accuracy90 | | 63 | 4mo ago |
| Smarthome (cross-subject) | VPFN++ + 3D Poses + OF | Accuracy72.9 | | 58 | 4mo ago |
| HMDB51 (split1) | MMV | Accuracy75 | | 58 | 4mo ago |
| HMDB51 | Cross-Ent. | Top-1 Accuracy74.5 | | 51 | 4mo ago |
| CSI Action Classification Dataset | ResNet | Accuracy92.57 | | 36 | 4mo ago |
| ActivityNet (val) | P3D ResNet | Top-1 Acc75.12 | | 30 | 4mo ago |
| Smarthome (cross-view CV2) | T-MOR | Accuracy66.7 | | 28 | 1mo ago |
| Kinetics-400 v1 (val) | MTV-H | Top-1 Acc89.9 | | 25 | 4mo ago |
| HMDB (test) | Representation Flow ((2+1)D CNN + FcF) | Accuracy81.1 | | 25 | 4mo ago |
| Epic-Kitchens-100 | MoViNet-A6 | Top-1 Verb Accuracy72.2 | | 22 | 4mo ago |
| Smarthome CS | T-MOR | Top-1 Accuracy66.2 | | 21 | 1mo ago |
| Penn Action | T-MOR | Top-1 Accuracy98.2 | | 19 | 1mo ago |
| Kinetics 400 2017 (test) | ViViT-L | Top-1 Accuracy80.6 | | 19 | 4mo ago |
| HMDB51 1.0 (fine-tuned) | GDT | Accuracy72.8 | | 16 | 4mo ago |
| UCF101 1.0 (fine-tuned) | RSPNet (Ours) | Accuracy97.3 | | 16 | 4mo ago |
| Kinetics 600 (test) | MTV-H | Top-1 Acc90.3 | | 16 | 4mo ago |
| Kinetics (test) | Representation Flow ((2+1)D CNN + FcF) + Non-local | Accuracy77.9 | | 16 | 4mo ago |
| PKU-MMD pre-trained on NTU-120 II (cross-subject) | MAMP | Accuracy73.2 | | 15 | 1mo ago |
| Nursing Home Dataset (test) | Gated Untied Weights | Accuracy85.5 | | 15 | 4mo ago |
| J-HMDB (averaged over 3 splits) | Chained Multi-stream Networks | Accuracy76.1 | | 14 | 4mo ago |
| Kinetics-400 (test) | VideoMAE V2 | Accuracy87.2 | | 13 | 4mo ago |
| Thumos14 | W-TALC | mAP85.6 | | 12 | 4mo ago |
