| NTU RGB+D 120 (X-set) | PAN-Ensemble | Accuracy97 | | 770 | 1d ago |
| NTU RGB+D (Cross-View) | RNX3D101+MS-AAGCN-C | Accuracy99 | | 652 | 2mo ago |
| NTU RGB+D 60 (cross-view) | RGBPose-Conv3D | Accuracy99.6 | | 601 | 1d ago |
| Something-Something v2 (val) | FTP-UniFormerV2-L/14 | Top-1 Accuracy79.8 | | 545 | 2mo ago |
| NTU RGB+D (Cross-subject) | RNX3D101+MS-AAGCN-C | Accuracy96.1 | | 500 | 2mo ago |
| Kinetics-400 | OmniVec2 | Top-1 Acc93.6 | | 498 | 1mo ago |
| NTU RGB+D 60 (X-sub) | MSG3D + DG-STGCN + ProtoGCN | Accuracy97.9 | | 496 | 12d ago |
| NTU RGB+D X-sub 120 | BHaRNet-M | Accuracy95.5 | | 473 | 23d ago |
| UCF101 | FSAR-Qwen3 | Accuracy99.9 | | 433 | 1mo ago |
| Something-Something V2 | InternVideo2_s1-6B | Top-1 Accuracy77.5 | | 363 | 22d ago |
| NTU RGB-D Cross-Subject 60 | PAN-Ensemble | Accuracy97.4 | | 358 | 1d ago |
| UCF101 (test) | DIST | Accuracy99.2 | | 357 | 26d ago |
| UCF101 (mean of 3 splits) | Previous SotA | Accuracy98.7 | | 357 | 3mo ago |
| Something-Something v2 (test) | VideoMAE V2-g | Top-1 Acc77 | | 333 | 3mo ago |
| Something-Something v1 (val) | Side4Video | Top-1 Acc67.3 | | 257 | 3mo ago |
| NTU-60 (xsub) | E2E-GNet | Accuracy97.1 | | 251 | 1mo ago |
| HMDB51 (test) | TF-VAEGAN | Accuracy37.6 | | 249 | 2mo ago |
| Kinetics 400 (test) | | Top-1 Accuracy89.7 | | 245 | 2mo ago |
| NTU RGB+D 120 Cross-Subject | ENConvLSTM | Accuracy94.85 | | 241 | 1d ago |
| NTU-120 (cross-subject (xsub)) | RGBPose-Conv3D | Accuracy95.3 | | 239 | 1mo ago |
| NTU 120 (Cross-Setup) | RGBPose-Conv3D | Accuracy96.4 | | 231 | 1mo ago |
| UCF-101 | FTP-UniFormerV2-L/14 | Top-1 Acc99.7 | | 225 | 9d ago |
| HMDB51 | InternVideo | Top-1 Acc89.3 | | 225 | 3mo ago |
| NTU RGB+D X-View 60 | PoseC3D | Accuracy99.6 | | 218 | 23d ago |
| HMDB-51 (average of three splits) | MaxExp+IDT | Top-1 Acc87.2 | | 204 | 3mo ago |
