task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN | https://arxiv.org/abs/2203.11009v2 | Accuracy (CS) | 86 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN | https://arxiv.org/abs/2203.11009v2 | GFLOPs per pred | 16.73 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CoAGCN* (2-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy (CV) | 93.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CoAGCN* (2-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy (CS) | 86.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CoAGCN* (2-stream) | https://arxiv.org/abs/2203.11009v2 | GFLOPs per pred | 0.44 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 3s RA-GCN | https://arxiv.org/abs/1905.06774v2 | Accuracy (CV) | 93.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 3s RA-GCN | https://arxiv.org/abs/1905.06774v2 | Accuracy (CS) | 85.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 2s RA-GCN | https://arxiv.org/abs/1905.06774v2 | Accuracy (CV) | 93.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 2s RA-GCN | https://arxiv.org/abs/1905.06774v2 | Accuracy (CS) | 85.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | PeGCN | https://arxiv.org/abs/2003.07514v1 | Accuracy (CV) | 93.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | PeGCN | https://arxiv.org/abs/2003.07514v1 | Accuracy (CS) | 85.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | GVFE + AS-GCN with DH-TCN | https://arxiv.org/abs/1912.09745v1 | Accuracy (CV) | 92.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | GVFE + AS-GCN with DH-TCN | https://arxiv.org/abs/1912.09745v1 | Accuracy (CS) | 85.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | PR-GCN | https://arxiv.org/abs/2010.07367v2 | Accuracy (CV) | 91.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | PR-GCN | https://arxiv.org/abs/2010.07367v2 | Accuracy (CS) | 85.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | AR-GCN | https://doi.org/10.1145/3372806.3372814 | Accuracy (CV) | 93.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | AR-GCN | https://doi.org/10.1145/3372806.3372814 | Accuracy (CS) | 85.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 3scale ResNet152 | http://arxiv.org/abs/1704.05645v2 | Accuracy (CS) | 85.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | SR-TSL | http://arxiv.org/abs/1805.02335v2 | Accuracy (CV) | 92.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | SR-TSL | http://arxiv.org/abs/1805.02335v2 | Accuracy (CS) | 84.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 3s-ActCLR | https://arxiv.org/abs/2303.10904v2 | Accuracy (CV) | 88.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | 3s-ActCLR | https://arxiv.org/abs/2303.10904v2 | Accuracy (CS) | 84.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | RGB+Skeleton (cross-attention) | https://doi.org/10.1109/ACCESS.2020.2968054 | Accuracy (CV) | 89.27 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | RGB+Skeleton (cross-attention) | https://doi.org/10.1109/ACCESS.2020.2968054 | Accuracy (CS) | 84.23 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CoAGCN* | https://arxiv.org/abs/2203.11009v2 | Accuracy (CV) | 92.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CoAGCN* | https://arxiv.org/abs/2203.11009v2 | Accuracy (CS) | 84.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN-jpd | https://arxiv.org/abs/1906.09955v1 | Accuracy (CV) | 88.84 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN-jpd | https://arxiv.org/abs/1906.09955v1 | Accuracy (CS) | 83.36 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CNN+Motion+Trans | http://arxiv.org/abs/1704.07595v1 | Accuracy (CV) | 89.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | CNN+Motion+Trans | http://arxiv.org/abs/1704.07595v1 | Accuracy (CS) | 83.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | IndRNN (with jpd) | https://arxiv.org/abs/1906.09955v1 | Accuracy (CV) | 89 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | IndRNN (with jpd) | https://arxiv.org/abs/1906.09955v1 | Accuracy (CS) | 83 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | FO-GASTM | https://doi.org/10.1109/ICME.2019.00187 | Accuracy (CV) | 90.05 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | FO-GASTM | https://doi.org/10.1109/ICME.2019.00187 | Accuracy (CS) | 82.83 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | MANs (DenseNet-161) | http://arxiv.org/abs/1804.08254v2 | Accuracy (CV) | 93.22 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | MANs (DenseNet-161) | http://arxiv.org/abs/1804.08254v2 | Accuracy (CS) | 82.67 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | DM-3DCNN | https://doi.org/10.1145/3123266.3123299 | Accuracy (CV) | 89.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | DM-3DCNN | https://doi.org/10.1145/3123266.3123299 | Accuracy (CS) | 82.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Bayesian GC-LSTM | http://openaccess.thecvf.com/content_ICCV_2019/html/Zhao_Bayesian_Graph_Convolution_LSTM_for_Skeleton_Based_Action_Recognition_ICCV_2019_paper.html | Accuracy (CV) | 89.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Bayesian GC-LSTM | http://openaccess.thecvf.com/content_ICCV_2019/html/Zhao_Bayesian_Graph_Convolution_LSTM_for_Skeleton_Based_Action_Recognition_ICCV_2019_paper.html | Accuracy (CS) | 81.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Ind-RNN | http://arxiv.org/abs/1803.04831v3 | Accuracy (CV) | 88.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Ind-RNN | http://arxiv.org/abs/1803.04831v3 | Accuracy (CS) | 81.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (CV) | 88.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (CS) | 81.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | HPM_RGB+HPM_3D+Traj | http://arxiv.org/abs/1707.00823v2 | Accuracy (CV) | 86.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | HPM_RGB+HPM_3D+Traj | http://arxiv.org/abs/1707.00823v2 | Accuracy (CS) | 80.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ARRN-LSTM | http://arxiv.org/abs/1805.02556v4 | Accuracy (CV) | 88.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ARRN-LSTM | http://arxiv.org/abs/1805.02556v4 | Accuracy (CS) | 80.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | EleAtt-GRU (aug.) | https://arxiv.org/abs/1909.01939v1 | Accuracy (CV) | 88.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | EleAtt-GRU (aug.) | https://arxiv.org/abs/1909.01939v1 | Accuracy (CS) | 80.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skeleton Visualization | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (CV) | 87.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skeleton Visualization | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (CS) | 80.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skeleton Visualization | https://doi.org/10.1016/j.patcog.2017.02.030 | Ensembled Modalities | 4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | EleAtt-GRU | http://arxiv.org/abs/1807.04445v1 | Accuracy (CV) | 87.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | EleAtt-GRU | http://arxiv.org/abs/1807.04445v1 | Accuracy (CS) | 79.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Clips+CNN+MTLN | http://arxiv.org/abs/1703.03492v3 | Accuracy (CV) | 84.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Clips+CNN+MTLN | http://arxiv.org/abs/1703.03492v3 | Accuracy (CS) | 79.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | F2CSkeleton | http://arxiv.org/abs/1805.11790v2 | Accuracy (CV) | 84.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | F2CSkeleton | http://arxiv.org/abs/1805.11790v2 | Accuracy (CS) | 79.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | VA-LSTM | http://arxiv.org/abs/1703.08274v2 | Accuracy (CV) | 87.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | VA-LSTM | http://arxiv.org/abs/1703.08274v2 | Accuracy (CS) | 79.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skelemotion + Yang et al. | https://arxiv.org/abs/1907.13025v1 | Accuracy (CV) | 84.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skelemotion + Yang et al. | https://arxiv.org/abs/1907.13025v1 | Accuracy (CS) | 76.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | GCA-LSTM | http://openaccess.thecvf.com/content_cvpr_2017/html/Liu_Global_Context-Aware_Attention_CVPR_2017_paper.html | Accuracy (CV) | 84.00 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | GCA-LSTM | http://openaccess.thecvf.com/content_cvpr_2017/html/Liu_Global_Context-Aware_Attention_CVPR_2017_paper.html | Accuracy (CS) | 76.10 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | SkeletonNet | https://doi.org/10.1109/LSP.2017.2690339 | Accuracy (CV) | 81.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | SkeletonNet | https://doi.org/10.1109/LSP.2017.2690339 | Accuracy (CS) | 75.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | URNN-2L-T | https://ieeexplore.ieee.org/document/8237423 | Accuracy (CV) | 83.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | URNN-2L-T | https://ieeexplore.ieee.org/document/8237423 | Accuracy (CS) | 74.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Ensemble TS-LSTM v2 | http://openaccess.thecvf.com/content_iccv_2017/html/Lee_Ensemble_Deep_Learning_ICCV_2017_paper.html | Accuracy (CV) | 81.25 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Ensemble TS-LSTM v2 | http://openaccess.thecvf.com/content_iccv_2017/html/Lee_Ensemble_Deep_Learning_ICCV_2017_paper.html | Accuracy (CS) | 74.60 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (CV) | 83.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (CS) | 74.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | STA-LSTM | http://arxiv.org/abs/1611.06067v1 | Accuracy (CV) | 81.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | STA-LSTM | http://arxiv.org/abs/1611.06067v1 | Accuracy (CS) | 73.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | TSRJI (Late Fusion) + HCN | https://arxiv.org/abs/1909.05704v1 | Accuracy (CV) | 80.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | TSRJI (Late Fusion) + HCN | https://arxiv.org/abs/1909.05704v1 | Accuracy (CS) | 73.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Two-Stream RNN | http://arxiv.org/abs/1704.02581v2 | Accuracy (CV) | 79.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Two-Stream RNN | http://arxiv.org/abs/1704.02581v2 | Accuracy (CS) | 71.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Spatio-Temporal LSTM | http://arxiv.org/abs/1607.07043v1 | Accuracy (CV) | 77.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Spatio-Temporal LSTM | http://arxiv.org/abs/1607.07043v1 | Accuracy (CS) | 69.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Part-aware LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV) | 70.27 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Part-aware LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CS) | 62.93 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-LSTM | http://arxiv.org/abs/1607.07043v1 | Accuracy (CV) | 75.50 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | ST-LSTM | http://arxiv.org/abs/1607.07043v1 | Accuracy (CS) | 61.70 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Deep LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV) | 67.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Deep LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CS) | 60.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Dynamic Skeletons | https://doi.org/10.1109/TPAMI.2016.2640292 | Accuracy (CV) | 65.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Dynamic Skeletons | https://doi.org/10.1109/TPAMI.2016.2640292 | Accuracy (CS) | 60.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | H-RNN | https://doi.org/10.1109/CVPR.2015.7298714 | Accuracy (CV) | 64.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | H-RNN | https://doi.org/10.1109/CVPR.2015.7298714 | Accuracy (CS) | 59.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Lie Group | https://doi.org/10.1109/CVPR.2014.82 | Accuracy (CV) | 52.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Lie Group | https://doi.org/10.1109/CVPR.2014.82 | Accuracy (CS) | 50.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skeleton Quads | https://doi.org/10.1109/ICPR.2014.772 | Accuracy (CV) | 41.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Skeleton Quads | https://doi.org/10.1109/ICPR.2014.772 | Accuracy (CS) | 38.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | NTU RGB+D | Five Spatial Skeleton Features | http://arxiv.org/abs/1705.00835v1 | Accuracy (CV) | 82.31 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Drive&Act | dyalyt | https://ieeexplore.ieee.org/abstract/document/10588839 | mean per-class accuracy | 43.59 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Drive&Act | stMLP | https://arxiv.org/abs/2204.11511v2 | mean per-class accuracy | 34.61 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | J-HMBD Early Action | DR^2N | http://arxiv.org/abs/1802.03145v1 | 10% | 60.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | J-HMBD Early Action | GAT | http://arxiv.org/abs/1710.10903v3 | 10% | 58.1 |
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