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 | PKU-MMD | RF-Action | https://arxiv.org/abs/1909.09300v1 | mAP@0.50 (CV) | 94.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | RF-Action | https://arxiv.org/abs/1909.09300v1 | mAP@0.50 (CS) | 92.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | HCN | http://arxiv.org/abs/1804.06055v1 | mAP@0.50 (CV) | 94.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | HCN | http://arxiv.org/abs/1804.06055v1 | mAP@0.50 (CS) | 92.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | Li et al. [[Li et al.2017b]] | http://arxiv.org/abs/1704.07595v1 | mAP@0.50 (CV) | 93.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | Li et al. [[Li et al.2017b]] | http://arxiv.org/abs/1704.07595v1 | mAP@0.50 (CS) | 90.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | PKU-MMD | 3s-HYSP | https://arxiv.org/abs/2303.06242v1 | Accuracy (Cross-Subject) | 96.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | MSR Action3D | Distribution of Action Movements + SVM | https://arxiv.org/abs/2310.17421v1 | Accuracy | 94% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | MSR Action3D | Temporal K-Means Clustering + Temporal Subspace Clustering | https://arxiv.org/abs/2006.11812v1 | Accuracy | 88.51% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | MSR Action3D | HDM-BG | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhao_Bayesian_Hierarchical_Dynamic_Model_for_Human_Action_Recognition_CVPR_2019_paper.html | Accuracy | 86.1% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | MSR Action3D | GFT | https://doi.org/10.1109/ICIP.2019.8803186 | Accuracy | 74% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | H2O (2 Hands and Objects) | CHASE(STSA-Net) | https://arxiv.org/abs/2410.07153v2 | Accuracy | 94.77 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | H2O (2 Hands and Objects) | SHARP | https://arxiv.org/abs/2408.10037v1 | Accuracy | 91.73 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | H2O (2 Hands and Objects) | EffHandEgoNet | https://arxiv.org/abs/2404.09308v2 | Accuracy | 91.32 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | H2O (2 Hands and Objects) | ISTA-Net | https://arxiv.org/abs/2307.07469v1 | Accuracy | 89.09±1.21 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | Bidirectional LSTM | https://arxiv.org/abs/2007.16072v1 | Acc | 87.24 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | Bidirectional LSTM | https://arxiv.org/abs/2007.16072v1 | Jaccard Index | 67.00 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | Bidirectional LSTM | https://arxiv.org/abs/2007.16072v1 | F1-Score | 78.48 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | stMLP | https://arxiv.org/abs/2204.11511v2 | Acc | 85.99 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | stMLP | https://arxiv.org/abs/2204.11511v2 | Jaccard Index | 67.88 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | TCG-dataset | stMLP | https://arxiv.org/abs/2204.11511v2 | F1-Score | 80.05 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | VS-CNN | http://arxiv.org/abs/1904.10681v1 | Accuracy (CS) | 76% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | VS-CNN | http://arxiv.org/abs/1904.10681v1 | Accuracy (CV I) | 29% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | VS-CNN | http://arxiv.org/abs/1904.10681v1 | Accuracy (CV II) | 71% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | VS-CNN | http://arxiv.org/abs/1904.10681v1 | Accuracy (AV I) | 57% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | VS-CNN | http://arxiv.org/abs/1904.10681v1 | Accuracy (AV II) | 75% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (CS) | 71% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (CV I) | 25% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (CV II) | 56% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (AV I) | 53% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | ST-GCN | http://arxiv.org/abs/1801.07455v2 | Accuracy (AV II) | 43% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | Res-TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (CS) | 63% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | Res-TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (CV I) | 14% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | Res-TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (CV II) | 48% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | Res-TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (AV I) | 48% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | Res-TCN | http://arxiv.org/abs/1704.04516v1 | Accuracy (AV II) | 68% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | P-LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CS) | 60% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | P-LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV I) | 13% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | P-LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV II) | 33% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | P-LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (AV I) | 33% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | P-LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (AV II) | 50% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | SK-CNN | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (CS) | 59% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | SK-CNN | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (CV I) | 26% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | SK-CNN | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (CV II) | 68% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | SK-CNN | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (AV I) | 43% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | SK-CNN | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy (AV II) | 77% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | TCN | http://arxiv.org/abs/1611.05267v1 | Accuracy (CS) | 56% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | TCN | http://arxiv.org/abs/1611.05267v1 | Accuracy (CV I) | 16% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | TCN | http://arxiv.org/abs/1611.05267v1 | Accuracy (CV II) | 43% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | TCN | http://arxiv.org/abs/1611.05267v1 | Accuracy (AV I) | 43% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | TCN | http://arxiv.org/abs/1611.05267v1 | Accuracy (AV II) | 64% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CS) | 56% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV I) | 16% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (CV II) | 31% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (AV I) | 31% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Varying-view RGB-D Action-Skeleton | LSTM | http://arxiv.org/abs/1604.02808v1 | Accuracy (AV II) | 68% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | HT-ConvNet | https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition | Accuracy | 86.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | HT-ConvNet | https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition | Average accuracy of 3 splits | 86.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | HT-ConvNet | https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition | No. parameters | 1.75 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | DD-Net | https://arxiv.org/abs/1907.09658v8 | Accuracy | 78.0 (average of 3 split train/test) |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | DD-Net | https://arxiv.org/abs/1907.09658v8 | Average accuracy of 3 splits | 77.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | DD-Net | https://arxiv.org/abs/1907.09658v8 | No. parameters | 1.82 M |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | JMRN (No GT pose) | https://arxiv.org/abs/2010.08164v2 | Average accuracy of 3 splits | 68.55 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | PoTion | http://openaccess.thecvf.com/content_cvpr_2018/html/Choutas_PoTion_Pose_MoTion_CVPR_2018_paper.html | Average accuracy of 3 splits | 67.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | PoTion | http://openaccess.thecvf.com/content_cvpr_2018/html/Choutas_PoTion_Pose_MoTion_CVPR_2018_paper.html | No. parameters | - |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | EHPI | http://arxiv.org/abs/1904.09140v1 | Average accuracy of 3 splits | 65.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | JHMDB (2D poses only) | Chained | http://arxiv.org/abs/1704.00616v2 | Average accuracy of 3 splits | 56.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | HDM05 | Temporal Subspace Clustering | https://arxiv.org/abs/2006.11812v1 | Accuracy | 89.80% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | UWA3D | VA-fusion (aug.) | https://arxiv.org/abs/1804.07453v3 | Accuracy | 81.4% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | UWA3D | ESV (Synthesized + Pre-trained) | https://doi.org/10.1016/j.patcog.2017.02.030 | Accuracy | 73.8% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | UWA3D | HOJ3D | https://doi.org/10.1109/CVPRW.2012.6239233 | Accuracy | 17.7% |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-400 | STGAT | https://arxiv.org/abs/2208.08599v2 | Actions Top-1 (S1) | 39.2 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | Structured Keypoint Pooling (PPNv2 skeletons+objects) | https://arxiv.org/abs/2303.15270v1 | Accuracy | 52.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | ProtoGCN | https://arxiv.org/abs/2411.18941v1 | Accuracy | 51.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | Structured Keypoint Pooling (HRNet skeletons) | https://arxiv.org/abs/2303.15270v1 | Accuracy | 50.3 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | PoseC3D (SlowOnly-346) | https://arxiv.org/abs/2104.13586v2 | Accuracy | 49.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | PoseC3D | https://arxiv.org/abs/2104.13586v2 | Accuracy | 47.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | Structured Keypoint Pooling (PPNv2 skeletons) | https://arxiv.org/abs/2303.15270v1 | Accuracy | 43.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | HD-GCN | https://arxiv.org/abs/2208.10741v3 | Accuracy | 40.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | 2s-AGCN+TEM | https://arxiv.org/abs/2003.08951v2 | Accuracy | 38.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | DualHead-Net | https://arxiv.org/abs/2108.04536v1 | Accuracy | 38.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | MS-G3D | https://arxiv.org/abs/2003.14111v2 | Accuracy | 38.0 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | Dynamic GCN | https://arxiv.org/abs/2007.14690v1 | Accuracy | 37.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | MS-AAGCN | https://arxiv.org/abs/1912.06971v1 | Accuracy | 37.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | CGCN | https://arxiv.org/abs/2003.03007v2 | Accuracy | 37.5 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | JB-AAGCN | https://arxiv.org/abs/1912.06971v1 | Accuracy | 37.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | ST-TR-agcn | https://arxiv.org/abs/2008.07404v4 | Accuracy | 37.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | GCN-NAS | https://arxiv.org/abs/1911.04131v1 | Accuracy | 37.1 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | AGCN (2-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy | 36.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | AGCN (2-stream) | https://arxiv.org/abs/2203.11009v2 | GFLOPS per prediction | 26.91 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | DGNN | http://openaccess.thecvf.com/content_CVPR_2019/html/Shi_Skeleton-Based_Action_Recognition_With_Directed_Graph_Neural_Networks_CVPR_2019_paper.html | Accuracy | 36.9 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | SLnL-rFA | https://arxiv.org/abs/1811.04237v3 | Accuracy | 36.6 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | AGCN (1-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy | 35 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | AGCN (1-stream) | https://arxiv.org/abs/2203.11009v2 | GFLOPS per prediction | 13.45 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | AS-GCN | http://arxiv.org/abs/1904.12659v1 | Accuracy | 34.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | PeGCN | https://arxiv.org/abs/2003.07514v1 | Accuracy | 34.8 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | S-TR (2-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy | 34.7 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | S-TR (2-stream) | https://arxiv.org/abs/2203.11009v2 | GFLOPS per prediction | 23.24 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | ST-GCN (2-stream) | https://arxiv.org/abs/2203.11009v2 | Accuracy | 34.4 |
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition | Kinetics-Skeleton dataset | ST-GCN (2-stream) | https://arxiv.org/abs/2203.11009v2 | GFLOPS per prediction | 24.09 |
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