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 ⌀ |
|---|---|---|---|---|---|
Person Re-Identification | Market-1501 | Pyramid (CVPR'19) | https://arxiv.org/abs/1810.12193v3 | mAP | 88.2 |
Person Re-Identification | Market-1501 | MGN | http://arxiv.org/abs/1804.01438v3 | Rank-1 | 95.7 |
Person Re-Identification | Market-1501 | MGN | http://arxiv.org/abs/1804.01438v3 | mAP | 86.9 |
Person Re-Identification | Market-1501 | EI-Net | null | Rank-1 | 95.64 |
Person Re-Identification | Market-1501 | EI-Net | null | Rank-5 | - |
Person Re-Identification | Market-1501 | EI-Net | null | mAP | 88.75 |
Person Re-Identification | Market-1501 | PLR-OSNet | https://arxiv.org/abs/2001.07442v1 | Rank-1 | 95.6 |
Person Re-Identification | Market-1501 | PLR-OSNet | https://arxiv.org/abs/2001.07442v1 | mAP | 88.9 |
Person Re-Identification | Market-1501 | Adaptive L2 Regularization (without re-ranking) | https://arxiv.org/abs/2007.07875v2 | Rank-1 | 95.6 |
Person Re-Identification | Market-1501 | Adaptive L2 Regularization (without re-ranking) | https://arxiv.org/abs/2007.07875v2 | mAP | 88.9 |
Person Re-Identification | Market-1501 | ABD-Net (ResNet-50) | https://arxiv.org/abs/1908.01114v3 | Rank-1 | 95.6 |
Person Re-Identification | Market-1501 | ABD-Net (ResNet-50) | https://arxiv.org/abs/1908.01114v3 | mAP | 88.28 |
Person Re-Identification | Market-1501 | TransReID+Pose2ID (no RK) | https://arxiv.org/abs/2503.00938v1 | Rank-1 | 95.52 |
Person Re-Identification | Market-1501 | TransReID+Pose2ID (no RK) | https://arxiv.org/abs/2503.00938v1 | mAP | 93.01 |
Person Re-Identification | Market-1501 | Top-DB-Net + RK | https://arxiv.org/abs/2010.05435v1 | Rank-1 | 95.5 |
Person Re-Identification | Market-1501 | Top-DB-Net + RK | https://arxiv.org/abs/2010.05435v1 | mAP | 94.1 |
Person Re-Identification | Market-1501 | FlipReID (without re-ranking) | https://arxiv.org/abs/2105.05639v1 | Rank-1 | 95.5 |
Person Re-Identification | Market-1501 | FlipReID (without re-ranking) | https://arxiv.org/abs/2105.05639v1 | mAP | 89.6 |
Person Re-Identification | Market-1501 | CAL | https://arxiv.org/abs/2108.08728v2 | Rank-1 | 95.5 |
Person Re-Identification | Market-1501 | CAL | https://arxiv.org/abs/2108.08728v2 | mAP | 89.5 |
Person Re-Identification | Market-1501 | BoT Baseline(RK) | http://arxiv.org/abs/1903.07071v3 | Rank-1 | 95.43 |
Person Re-Identification | Market-1501 | BoT Baseline(RK) | http://arxiv.org/abs/1903.07071v3 | mAP | 94.24 |
Person Re-Identification | Market-1501 | 3DMagicMirror (HRNet) | https://arxiv.org/abs/2204.13096v2 | Rank-1 | 95.43 |
Person Re-Identification | Market-1501 | 3DMagicMirror (HRNet) | https://arxiv.org/abs/2204.13096v2 | mAP | 88.54 |
Person Re-Identification | Market-1501 | Auto-ReID(RK) | https://arxiv.org/abs/1903.09776v4 | Rank-1 | 95.4 |
Person Re-Identification | Market-1501 | Auto-ReID(RK) | https://arxiv.org/abs/1903.09776v4 | mAP | 94.2 |
Person Re-Identification | Market-1501 | Deep Constrained Dominant Sets (RK) | https://arxiv.org/abs/1904.11397v2 | Rank-1 | 95.4 |
Person Re-Identification | Market-1501 | Deep Constrained Dominant Sets (RK) | https://arxiv.org/abs/1904.11397v2 | Rank-5 | 98.3 |
Person Re-Identification | Market-1501 | Deep Constrained Dominant Sets (RK) | https://arxiv.org/abs/1904.11397v2 | mAP | 93.3 |
Person Re-Identification | Market-1501 | DG-Net(RK) | https://arxiv.org/abs/1904.07223v3 | Rank-1 | 95.4 |
Person Re-Identification | Market-1501 | DG-Net(RK) | https://arxiv.org/abs/1904.07223v3 | mAP | 92.49 |
Person Re-Identification | Market-1501 | CLIP-ReID (without re-ranking) | https://arxiv.org/abs/2211.13977v4 | Rank-1 | 95.4 |
Person Re-Identification | Market-1501 | CLIP-ReID (without re-ranking) | https://arxiv.org/abs/2211.13977v4 | mAP | 90.5 |
Person Re-Identification | Market-1501 | Dual Cluster Contrastive | https://arxiv.org/abs/2112.04662v3 | Rank-1 | 95.4 |
Person Re-Identification | Market-1501 | Dual Cluster Contrastive | https://arxiv.org/abs/2112.04662v3 | Rank-5 | 98.5 |
Person Re-Identification | Market-1501 | Dual Cluster Contrastive | https://arxiv.org/abs/2112.04662v3 | mAP | 89.2 |
Person Re-Identification | Market-1501 | MSINet (2.3M w/o RK) | https://arxiv.org/abs/2303.07065v1 | Rank-1 | 95.3 |
Person Re-Identification | Market-1501 | MSINet (2.3M w/o RK) | https://arxiv.org/abs/2303.07065v1 | mAP | 89.6 |
Person Re-Identification | Market-1501 | ISP | https://arxiv.org/abs/2007.13467v1 | Rank-1 | 95.3 |
Person Re-Identification | Market-1501 | ISP | https://arxiv.org/abs/2007.13467v1 | mAP | 88.6 |
Person Re-Identification | Market-1501 | TransReID | https://arxiv.org/abs/2102.04378v2 | Rank-1 | 95.2 |
Person Re-Identification | Market-1501 | TransReID | https://arxiv.org/abs/2102.04378v2 | mAP | 89.5 |
Person Re-Identification | Market-1501 | GPS (without re-ranking) | https://arxiv.org/abs/2104.06770v2 | Rank-1 | 95.2 |
Person Re-Identification | Market-1501 | GPS (without re-ranking) | https://arxiv.org/abs/2104.06770v2 | Rank-5 | 98.4 |
Person Re-Identification | Market-1501 | GPS (without re-ranking) | https://arxiv.org/abs/2104.06770v2 | mAP | 87.8 |
Person Re-Identification | Market-1501 | IS-GAN | https://arxiv.org/abs/1910.12003v2 | Rank-1 | 95.2 |
Person Re-Identification | Market-1501 | IS-GAN | https://arxiv.org/abs/1910.12003v2 | mAP | 87.1 |
Person Re-Identification | Market-1501 | PyrNet (multi-shot) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | Rank-1 | 95.2 |
Person Re-Identification | Market-1501 | PyrNet (multi-shot) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | mAP | 86.7 |
Person Re-Identification | Market-1501 | P2-Net (triplet loss) | https://arxiv.org/abs/1910.10111v1 | Rank-1 | 95.2 |
Person Re-Identification | Market-1501 | P2-Net (triplet loss) | https://arxiv.org/abs/1910.10111v1 | Rank-5 | 98.2 |
Person Re-Identification | Market-1501 | P2-Net (triplet loss) | https://arxiv.org/abs/1910.10111v1 | mAP | 85.6 |
Person Re-Identification | Market-1501 | DAAF-BoT | https://arxiv.org/abs/2003.00517v1 | Rank-1 | 95.1 |
Person Re-Identification | Market-1501 | DAAF-BoT | https://arxiv.org/abs/2003.00517v1 | mAP | 87.9 |
Person Re-Identification | Market-1501 | 3DMagicMirror (ResNet-ibn) | https://arxiv.org/abs/2204.13096v2 | Rank-1 | 95.07 |
Person Re-Identification | Market-1501 | 3DMagicMirror (ResNet-ibn) | https://arxiv.org/abs/2204.13096v2 | mAP | 87.80 |
Person Re-Identification | Market-1501 | Top-DB-Net | https://arxiv.org/abs/2010.05435v1 | Rank-1 | 94.9 |
Person Re-Identification | Market-1501 | Top-DB-Net | https://arxiv.org/abs/2010.05435v1 | mAP | 85.8 |
Person Re-Identification | Market-1501 | DG-Net | https://arxiv.org/abs/1904.07223v3 | Rank-1 | 94.8 |
Person Re-Identification | Market-1501 | DG-Net | https://arxiv.org/abs/1904.07223v3 | mAP | 86.0 |
Person Re-Identification | Market-1501 | OSNet | https://arxiv.org/abs/1905.00953v6 | Rank-1 | 94.8 |
Person Re-Identification | Market-1501 | OSNet | https://arxiv.org/abs/1905.00953v6 | mAP | 84.9 |
Person Re-Identification | Market-1501 | MBNET | https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4373086 | Rank-1 | 94.77 |
Person Re-Identification | Market-1501 | MBNET | https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4373086 | mAP | 92.64 |
Person Re-Identification | Market-1501 | Parameter-Free Spatial Attention (RK) | http://arxiv.org/abs/1811.12150v1 | Rank-1 | 94.7 |
Person Re-Identification | Market-1501 | Parameter-Free Spatial Attention (RK) | http://arxiv.org/abs/1811.12150v1 | mAP | 91.7 |
Person Re-Identification | Market-1501 | PyrNet (single-shot+ReRank) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | Rank-1 | 94.6 |
Person Re-Identification | Market-1501 | PyrNet (single-shot+ReRank) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | mAP | 91.4 |
Person Re-Identification | Market-1501 | AlignedReID (RK) | http://arxiv.org/abs/1711.08184v2 | Rank-1 | 94.4 |
Person Re-Identification | Market-1501 | AlignedReID (RK) | http://arxiv.org/abs/1711.08184v2 | mAP | 90.7 |
Person Re-Identification | Market-1501 | CBN+BoT* | https://arxiv.org/abs/2001.08680v3 | Rank-1 | 94.3 |
Person Re-Identification | Market-1501 | CBN+BoT* | https://arxiv.org/abs/2001.08680v3 | Rank-5 | 97.9 |
Person Re-Identification | Market-1501 | CBN+BoT* | https://arxiv.org/abs/2001.08680v3 | mAP | 83.6 |
Person Re-Identification | Market-1501 | ResNet50 + CircleLoss(ours) | https://arxiv.org/abs/2002.10857v2 | Rank-1 | 94.2 |
Person Re-Identification | Market-1501 | ResNet50 + CircleLoss(ours) | https://arxiv.org/abs/2002.10857v2 | mAP | 84.9 |
Person Re-Identification | Market-1501 | HPM | http://arxiv.org/abs/1804.05275v4 | Rank-1 | 94.2 |
Person Re-Identification | Market-1501 | HPM | http://arxiv.org/abs/1804.05275v4 | mAP | 82.7 |
Person Re-Identification | Market-1501 | PCB + RPP | http://arxiv.org/abs/1711.09349v3 | Rank-1 | 93.8 |
Person Re-Identification | Market-1501 | PCB + RPP | http://arxiv.org/abs/1711.09349v3 | mAP | 81.6 |
Person Re-Identification | Market-1501 | SSP-ReID (RR) | http://arxiv.org/abs/1807.05618v1 | Rank-1 | 93.7 |
Person Re-Identification | Market-1501 | SSP-ReID (RR) | http://arxiv.org/abs/1807.05618v1 | mAP | 90.8 |
Person Re-Identification | Market-1501 | SPreID [kalayeh2018human] | http://arxiv.org/abs/1804.00216v1 | Rank-1 | 93.6 |
Person Re-Identification | Market-1501 | SPreID [kalayeh2018human] | http://arxiv.org/abs/1804.00216v1 | mAP | 83.3 |
Person Re-Identification | Market-1501 | PyrNet (single-shot) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | Rank-1 | 93.6 |
Person Re-Identification | Market-1501 | PyrNet (single-shot) | http://openaccess.thecvf.com/content_CVPRW_2019/papers/TRMTMCT/Martinel_Aggregating_Deep_Pyramidal_Representations_for_Person_Re-Identification_CVPRW_2019_paper.pdf | mAP | 81.7 |
Person Re-Identification | Market-1501 | CAP | https://arxiv.org/abs/2012.10674v2 | Rank-1 | 93.3 |
Person Re-Identification | Market-1501 | CAP | https://arxiv.org/abs/2012.10674v2 | Rank-5 | 97.5 |
Person Re-Identification | Market-1501 | CAP | https://arxiv.org/abs/2012.10674v2 | mAP | 85.1 |
Person Re-Identification | Market-1501 | Bias-controlled Adversarial Training | http://arxiv.org/abs/1904.00244v1 | Rank-1 | 93.1 |
Person Re-Identification | Market-1501 | Bias-controlled Adversarial Training | http://arxiv.org/abs/1904.00244v1 | mAP | 89.3 |
Person Re-Identification | Market-1501 | SSP-ReID | http://arxiv.org/abs/1807.05618v1 | Rank-1 | 92.5 |
Person Re-Identification | Market-1501 | SSP-ReID | http://arxiv.org/abs/1807.05618v1 | mAP | 80.1 |
Person Re-Identification | Market-1501 | PCB | http://arxiv.org/abs/1711.09349v3 | Rank-1 | 92.3 |
Person Re-Identification | Market-1501 | PCB | http://arxiv.org/abs/1711.09349v3 | mAP | 77.4 |
Person Re-Identification | Market-1501 | CBN | https://arxiv.org/abs/2001.08680v3 | Rank-1 | 91.3 |
Person Re-Identification | Market-1501 | CBN | https://arxiv.org/abs/2001.08680v3 | Rank-5 | 97.1 |
Person Re-Identification | Market-1501 | CBN | https://arxiv.org/abs/2001.08680v3 | mAP | 77.3 |
Person Re-Identification | Market-1501 | DaRe(De)+RE+RR [wang2018resource] | http://arxiv.org/abs/1805.08805v3 | Rank-1 | 90.9 |
Person Re-Identification | Market-1501 | DaRe(De)+RE+RR [wang2018resource] | http://arxiv.org/abs/1805.08805v3 | mAP | 86.7 |
Person Re-Identification | Market-1501 | FD-GAN | http://arxiv.org/abs/1810.02936v2 | Rank-1 | 90.5 |
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