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 ⌀ |
|---|---|---|---|---|---|
Trajectory Prediction | NGSIM | Pishgu | https://arxiv.org/abs/2210.08057v3 | FDE | 1.96 |
Trajectory Prediction | NGSIM | TraPHic | https://arxiv.org/abs/1812.04767v4 | RMSE | 5.63 |
Trajectory Prediction | TRAF | TraPHic | https://arxiv.org/abs/1812.04767v4 | RMSE | 0.78 |
Trajectory Prediction | ETH BIWI Walking Pedestrians dataset | Social Ways | http://arxiv.org/abs/1904.09507v2 | ADE-8/12 | 0.39 |
Trajectory Prediction | Lyft Level 5 | SpectralCows | https://arxiv.org/abs/1912.01118v1 | ADE | 0.008 |
Trajectory Prediction | YJMob100K@C | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | BLEU | 29.7 |
Trajectory Prediction | YJMob100K@C | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | DTW R@1 | 19.7 |
Trajectory Prediction | YJMob100K@C | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | Accuracy | 28.9 |
Trajectory Prediction | YJMob100K@D | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | BLEU | 30 |
Trajectory Prediction | YJMob100K@D | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | DTW R@1 | 48.1 |
Trajectory Prediction | YJMob100K@D | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | Accuracy | 26.5 |
Trajectory Prediction | GTA-IM Dataset | Skeleton-Graph | https://arxiv.org/abs/2109.10257v2 | FDE | 208 |
Trajectory Prediction | GTA-IM Dataset | Skeleton-Graph | https://arxiv.org/abs/2109.10257v2 | ADE | 192 |
Trajectory Prediction | GTA-IM Dataset | Skeleton-Graph | https://arxiv.org/abs/2109.10257v2 | STB | 11 |
Trajectory Prediction | ETH/UCY | NSP | https://arxiv.org/abs/2207.10435v2 | ADE-8/12 | 0.17 |
Trajectory Prediction | ETH/UCY | NSP | https://arxiv.org/abs/2207.10435v2 | FDE-8/12 | 0.24 |
Trajectory Prediction | ETH/UCY | Y-Net | https://arxiv.org/abs/2012.01526v1 | ADE-8/12 | 0.18 |
Trajectory Prediction | ETH/UCY | Y-Net | https://arxiv.org/abs/2012.01526v1 | FDE-8/12 | 0.27 |
Trajectory Prediction | ETH/UCY | V^2-Net | https://arxiv.org/abs/2110.07288v2 | ADE-8/12 | 0.18 |
Trajectory Prediction | ETH/UCY | V^2-Net | https://arxiv.org/abs/2110.07288v2 | FDE-8/12 | 0.28 |
Trajectory Prediction | ETH/UCY | SGNet | https://arxiv.org/abs/2103.14107v3 | ADE-8/12 | 0.18 |
Trajectory Prediction | ETH/UCY | SGNet | https://arxiv.org/abs/2103.14107v3 | FDE-8/12 | 0.35 |
Trajectory Prediction | ETH/UCY | Social-NCE + Trajectron++ | https://arxiv.org/abs/2012.11717v3 | ADE-8/12 | 0.19 |
Trajectory Prediction | ETH/UCY | Social-NCE + Trajectron++ | https://arxiv.org/abs/2012.11717v3 | FDE-8/12 | 0.40 |
Trajectory Prediction | ETH/UCY | PPT | https://arxiv.org/abs/2407.11588v1 | ADE-8/12 | 0.20 |
Trajectory Prediction | ETH/UCY | PPT | https://arxiv.org/abs/2407.11588v1 | FDE-8/12 | 0.31 |
Trajectory Prediction | ETH/UCY | MemoNet | https://arxiv.org/abs/2203.11474v1 | ADE-8/12 | 0.21 |
Trajectory Prediction | ETH/UCY | MemoNet | https://arxiv.org/abs/2203.11474v1 | FDE-8/12 | 0.35 |
Trajectory Prediction | ETH/UCY | Trajectron++ | https://arxiv.org/abs/2001.03093v5 | ADE-8/12 | 0.21 |
Trajectory Prediction | ETH/UCY | Trajectron++ | https://arxiv.org/abs/2001.03093v5 | FDE-8/12 | 0.39 |
Trajectory Prediction | ETH/UCY | EqMotion | https://arxiv.org/abs/2303.10876v2 | ADE-8/12 | 0.21 |
Trajectory Prediction | ETH/UCY | AgentFomer | https://arxiv.org/abs/2103.14023v3 | ADE-8/12 | 0.23 |
Trajectory Prediction | ETH/UCY | AgentFomer | https://arxiv.org/abs/2103.14023v3 | FDE-8/12 | 0.39 |
Trajectory Prediction | ETH/UCY | PECNet | https://arxiv.org/abs/2004.02025v3 | ADE-8/12 | 0.29 |
Trajectory Prediction | ETH/UCY | PECNet | https://arxiv.org/abs/2004.02025v3 | FDE-8/12 | 0.48 |
Trajectory Prediction | ETH/UCY | Transformer TF | https://arxiv.org/abs/2003.08111v3 | ADE-8/12 | 0.31 |
Trajectory Prediction | ETH/UCY | Transformer TF | https://arxiv.org/abs/2003.08111v3 | FDE-8/12 | 0.65 |
Trajectory Prediction | ETH/UCY | MANTRA | https://arxiv.org/abs/2006.03340v2 | ADE-8/12 | 0.32 |
Trajectory Prediction | ETH/UCY | MANTRA | https://arxiv.org/abs/2006.03340v2 | FDE-8/12 | 0.33 |
Trajectory Prediction | ETH/UCY | Social-Implicit | https://arxiv.org/abs/2203.03057v2 | ADE-8/12 | 0.33 |
Trajectory Prediction | ETH/UCY | Social-Implicit | https://arxiv.org/abs/2203.03057v2 | FDE-8/12 | 0.33 |
Trajectory Prediction | ETH/UCY | TPNSTA | https://arxiv.org/abs/2012.01884v2 | ADE-8/12 | 0.37 |
Trajectory Prediction | ETH/UCY | TPNSTA | https://arxiv.org/abs/2012.01884v2 | FDE-8/12 | 0.71 |
Trajectory Prediction | ETH/UCY | Next | https://arxiv.org/abs/1902.03748v3 | ADE-8/12 | 0.46 |
Trajectory Prediction | ETH/UCY | Social BiGAT | https://arxiv.org/abs/1907.03395v2 | ADE-8/12 | 0.48 |
Trajectory Prediction | ETH/UCY | Social BiGAT | https://arxiv.org/abs/1907.03395v2 | FDE-8/12 | 0.84 |
Trajectory Prediction | ETH/UCY | Social-STGCNN | https://arxiv.org/abs/2002.11927v3 | ADE-8/12 | 0.49 |
Trajectory Prediction | ETH/UCY | CGNS | https://arxiv.org/abs/1905.01631v2 | ADE-8/12 | 0.49 |
Trajectory Prediction | ETH/UCY | Sophie | http://arxiv.org/abs/1806.01482v2 | ADE-8/12 | 0.54 |
Trajectory Prediction | Argoverse | HeteroGCN | https://arxiv.org/abs/2303.04364v1 | minADE (K=6) | 0.79 |
Trajectory Prediction | Argoverse | HeteroGCN | https://arxiv.org/abs/2303.04364v1 | minFDE (K=6) | 1.16 |
Trajectory Prediction | Argoverse | HeteroGCN | https://arxiv.org/abs/2303.04364v1 | MR (K=6) | 0.12 |
Trajectory Prediction | Argoverse | HeteroGCN | https://arxiv.org/abs/2303.04364v1 | brier-minFDE (K=6) | 1.75 |
Trajectory Prediction | SDD | Multiclass-SGCN (ours) | https://arxiv.org/abs/2206.15275v1 | mADEK @4.8s | 14.36 |
Trajectory Prediction | SDD | Multiclass-SGCN (ours) | https://arxiv.org/abs/2206.15275v1 | mF DEK @4.8s | 25.99 |
Trajectory Prediction | YJMob100K@B | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | BLEU | 29.7 |
Trajectory Prediction | YJMob100K@B | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | DTW R@1 | 29.3 |
Trajectory Prediction | YJMob100K@B | ST-MoE-BERT | https://arxiv.org/abs/2410.14099v1 | Accuracy | 28.7 |
Trajectory Prediction | Stanford Drone | NSP-SFM | https://arxiv.org/abs/2207.10435v2 | ADE-8/12 @K = 20 | 6.52 |
Trajectory Prediction | Stanford Drone | NSP-SFM | https://arxiv.org/abs/2207.10435v2 | FDE-8/12 @K= 20 | 10.61 |
Trajectory Prediction | Stanford Drone | TDOR | https://arxiv.org/abs/2203.16910v1 | ADE-8/12 @K = 20 | 6.77 |
Trajectory Prediction | Stanford Drone | TDOR | https://arxiv.org/abs/2203.16910v1 | FDE-8/12 @K= 20 | 10.46 |
Trajectory Prediction | Stanford Drone | PPT | https://arxiv.org/abs/2407.11588v1 | ADE-8/12 @K = 20 | 7.03 |
Trajectory Prediction | Stanford Drone | PPT | https://arxiv.org/abs/2407.11588v1 | FDE-8/12 @K= 20 | 10.65 |
Trajectory Prediction | Stanford Drone | V^2-Net | https://arxiv.org/abs/2110.07288v2 | ADE-8/12 @K = 20 | 7.12 |
Trajectory Prediction | Stanford Drone | V^2-Net | https://arxiv.org/abs/2110.07288v2 | FDE-8/12 @K= 20 | 11.39 |
Trajectory Prediction | Stanford Drone | Y-Net | https://arxiv.org/abs/2012.01526v1 | ADE-8/12 @K = 20 | 7.85 |
Trajectory Prediction | Stanford Drone | Y-Net | https://arxiv.org/abs/2012.01526v1 | FDE-8/12 @K= 20 | 11.85 |
Trajectory Prediction | Stanford Drone | SMEMO | https://arxiv.org/abs/2203.12446v2 | ADE-8/12 @K = 20 | 8.11 |
Trajectory Prediction | Stanford Drone | SMEMO | https://arxiv.org/abs/2203.12446v2 | FDE-8/12 @K= 20 | 13.06 |
Trajectory Prediction | Stanford Drone | SMEMO | https://arxiv.org/abs/2203.12446v2 | ADE (8/12) @K=5 | 11.64 |
Trajectory Prediction | Stanford Drone | SMEMO | https://arxiv.org/abs/2203.12446v2 | FDE(8/12) @K=5 | 21.12 |
Trajectory Prediction | Stanford Drone | MemoNet | https://arxiv.org/abs/2203.11474v1 | ADE-8/12 @K = 20 | 8.56 |
Trajectory Prediction | Stanford Drone | MemoNet | https://arxiv.org/abs/2203.11474v1 | FDE-8/12 @K= 20 | 12.66 |
Trajectory Prediction | Stanford Drone | MANTRA | https://arxiv.org/abs/2006.03340v2 | ADE-8/12 @K = 20 | 8.96 |
Trajectory Prediction | Stanford Drone | MANTRA | https://arxiv.org/abs/2006.03340v2 | FDE-8/12 @K= 20 | 17.76 |
Trajectory Prediction | Stanford Drone | MANTRA | https://arxiv.org/abs/2006.03340v2 | ADE (8/12) @K=5 | 13.51 |
Trajectory Prediction | Stanford Drone | MANTRA | https://arxiv.org/abs/2006.03340v2 | FDE(8/12) @K=5 | 27.34 |
Trajectory Prediction | Stanford Drone | PECNet | https://arxiv.org/abs/2004.02025v3 | ADE-8/12 @K = 20 | 9.96 |
Trajectory Prediction | Stanford Drone | PECNet | https://arxiv.org/abs/2004.02025v3 | FDE-8/12 @K= 20 | 15.88 |
Trajectory Prediction | Stanford Drone | SimAug | https://arxiv.org/abs/2004.02022v2 | ADE-8/12 @K = 20 | 10.27 |
Trajectory Prediction | Stanford Drone | SimAug | https://arxiv.org/abs/2004.02022v2 | FDE-8/12 @K= 20 | 19.71 |
Trajectory Prediction | Stanford Drone | P2TIRL | https://arxiv.org/abs/2001.00735v2 | ADE-8/12 @K = 20 | 12.58 |
Trajectory Prediction | Stanford Drone | P2TIRL | https://arxiv.org/abs/2001.00735v2 | FDE-8/12 @K= 20 | 22.07 |
Trajectory Prediction | Stanford Drone | CF-VAE | https://arxiv.org/abs/1908.09008v3 | ADE-8/12 @K = 20 | 12.60 |
Trajectory Prediction | Stanford Drone | CF-VAE | https://arxiv.org/abs/1908.09008v3 | FDE-8/12 @K= 20 | 22.30 |
Trajectory Prediction | Stanford Drone | EvolveGraph | https://arxiv.org/abs/2003.13924v4 | ADE-8/12 @K = 20 | 13.9 |
Trajectory Prediction | Stanford Drone | EvolveGraph | https://arxiv.org/abs/2003.13924v4 | FDE-8/12 @K= 20 | 22.9 |
Trajectory Prediction | Stanford Drone | Multiverse | https://arxiv.org/abs/1912.06445v3 | ADE-8/12 @K = 20 | 14.78 |
Trajectory Prediction | Stanford Drone | Multiverse | https://arxiv.org/abs/1912.06445v3 | FDE-8/12 @K= 20 | 27.09 |
Trajectory Prediction | Stanford Drone | CGNS | https://arxiv.org/abs/1905.01631v2 | ADE-8/12 @K = 20 | 15.6 |
Trajectory Prediction | Stanford Drone | CGNS | https://arxiv.org/abs/1905.01631v2 | FDE-8/12 @K= 20 | 28.2 |
Trajectory Prediction | Stanford Drone | Sophie | http://arxiv.org/abs/1806.01482v2 | ADE-8/12 @K = 20 | 16.27 |
Trajectory Prediction | Stanford Drone | Sophie | http://arxiv.org/abs/1806.01482v2 | FDE-8/12 @K= 20 | 29.38 |
Trajectory Prediction | Stanford Drone | DESIRE | http://arxiv.org/abs/1704.04394v1 | ADE-8/12 @K = 20 | 19.25 |
Trajectory Prediction | Stanford Drone | DESIRE | http://arxiv.org/abs/1704.04394v1 | FDE-8/12 @K= 20 | 34.05 |
Trajectory Prediction | Stanford Drone | DESIRE | http://arxiv.org/abs/1704.04394v1 | ADE (8/12) @K=5 | 19.25 |
Trajectory Prediction | Stanford Drone | DESIRE | http://arxiv.org/abs/1704.04394v1 | FDE(8/12) @K=5 | 34.05 |
Trajectory Prediction | Stanford Drone | Social GAN | http://arxiv.org/abs/1803.10892v1 | ADE-8/12 @K = 20 | 27.23 |
Trajectory Prediction | Stanford Drone | Social GAN | http://arxiv.org/abs/1803.10892v1 | FDE-8/12 @K= 20 | 41.44 |
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