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 ⌀ |
|---|---|---|---|---|---|
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | CCTSE | https://arxiv.org/abs/2103.11520v3 | mAP | 33.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | CCTSE | https://arxiv.org/abs/2103.11520v3 | rank-1 | 62.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | CCTSE | https://arxiv.org/abs/2103.11520v3 | rank-5 | 74.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | CCTSE | https://arxiv.org/abs/2103.11520v3 | rank-10 | 78.5 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | UMDA | https://www.sciencedirect.com/science/article/abs/pii/S0045790623004536?via%3Dihub | mAP | 32.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | UMDA | https://www.sciencedirect.com/science/article/abs/pii/S0045790623004536?via%3Dihub | rank-1 | 62.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | UMDA | https://www.sciencedirect.com/science/article/abs/pii/S0045790623004536?via%3Dihub | rank-5 | 72.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | UMDA | https://www.sciencedirect.com/science/article/abs/pii/S0045790623004536?via%3Dihub | rank-10 | 78.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | AWB | https://arxiv.org/abs/2006.06525v3 | mAP | 30.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | AWB | https://arxiv.org/abs/2006.06525v3 | rank-1 | 61.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | AWB | https://arxiv.org/abs/2006.06525v3 | rank-5 | 73.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | AWB | https://arxiv.org/abs/2006.06525v3 | rank-10 | 78.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SpCl | https://arxiv.org/abs/2006.02713v2 | mAP | 25.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SpCl | https://arxiv.org/abs/2006.02713v2 | rank-1 | 51.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SpCl | https://arxiv.org/abs/2006.02713v2 | rank-5 | 64.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SpCl | https://arxiv.org/abs/2006.02713v2 | rank-10 | 69.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SDA | https://arxiv.org/abs/2003.06650v3 | mAP | 23.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SDA | https://arxiv.org/abs/2003.06650v3 | rank-1 | 49.5 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SDA | https://arxiv.org/abs/2003.06650v3 | rank-5 | 62.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SDA | https://arxiv.org/abs/2003.06650v3 | rank-10 | 67.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMT | https://arxiv.org/abs/2001.01526v2 | mAP | 22.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMT | https://arxiv.org/abs/2001.01526v2 | rank-1 | 49.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMT | https://arxiv.org/abs/2001.01526v2 | rank-5 | 63.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMT | https://arxiv.org/abs/2001.01526v2 | rank-10 | 68.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net++ | https://arxiv.org/abs/2007.10315v1 | mAP | 22.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net++ | https://arxiv.org/abs/2007.10315v1 | rank-1 | 48.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net++ | https://arxiv.org/abs/2007.10315v1 | rank-5 | 60.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net++ | https://arxiv.org/abs/2007.10315v1 | rank-10 | 66.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN++ | https://arxiv.org/abs/1908.00485v1 | mAP | 15.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN++ | https://arxiv.org/abs/1908.00485v1 | rank-1 | 40.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN++ | https://arxiv.org/abs/1908.00485v1 | rank-5 | 53.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN++ | https://arxiv.org/abs/1908.00485v1 | rank-10 | 58.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMCL | https://arxiv.org/abs/2004.09228v1 | mAP | 15.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMCL | https://arxiv.org/abs/2004.09228v1 | rank-1 | 40.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMCL | https://arxiv.org/abs/2004.09228v1 | rank-5 | 51.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | MMCL | https://arxiv.org/abs/2004.09228v1 | rank-10 | 56.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SSG | https://arxiv.org/abs/1811.10144v3 | mAP | 13.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SSG | https://arxiv.org/abs/1811.10144v3 | rank-1 | 31.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SSG | https://arxiv.org/abs/1811.10144v3 | rank-5 | - |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | SSG | https://arxiv.org/abs/1811.10144v3 | rank-10 | 49.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN | http://arxiv.org/abs/1904.01990v1 | mAP | 8.5 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN | http://arxiv.org/abs/1904.01990v1 | rank-1 | 25.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN | http://arxiv.org/abs/1904.01990v1 | rank-5 | 36.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | ECN | http://arxiv.org/abs/1904.01990v1 | rank-10 | 42.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net | https://arxiv.org/abs/1904.07223v3 | mAP | 5.41 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net | https://arxiv.org/abs/1904.07223v3 | rank-1 | 17.11 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net | https://arxiv.org/abs/1904.07223v3 | rank-5 | 26.66 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | DG-Net | https://arxiv.org/abs/1904.07223v3 | rank-10 | 31.62 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | PTGAN | http://arxiv.org/abs/1711.08565v2 | mAP | 2.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | PTGAN | http://arxiv.org/abs/1711.08565v2 | rank-1 | 10.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | PTGAN | http://arxiv.org/abs/1711.08565v2 | rank-5 | - |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | PTGAN | http://arxiv.org/abs/1711.08565v2 | rank-10 | 24.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | OG-Net | https://arxiv.org/abs/2006.04569v3 | mAP | 1.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | OG-Net | https://arxiv.org/abs/2006.04569v3 | rank-1 | 5.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | OG-Net | https://arxiv.org/abs/2006.04569v3 | rank-5 | - |
Domain Adaptation > Unsupervised Domain Adaptation | Market to MSMT | OG-Net | https://arxiv.org/abs/2006.04569v3 | rank-10 | - |
Domain Adaptation > Unsupervised Domain Adaptation | EPIC-KITCHENS-100 | TranSVAE | null | Average Accuracy | 52.6 |
Domain Adaptation > Unsupervised Domain Adaptation | EPIC-KITCHENS-100 | CoMix | https://arxiv.org/abs/2110.15128v1 | Average Accuracy | 43.2 |
Domain Adaptation > Unsupervised Domain Adaptation | EPIC-KITCHENS-100 | TA3N | https://arxiv.org/abs/1907.12743v6 | Average Accuracy | 39.9 |
Domain Adaptation > Unsupervised Domain Adaptation | EPIC-KITCHENS-100 | DANN | http://arxiv.org/abs/1505.07818v4 | Average Accuracy | 39.2 |
Domain Adaptation > Unsupervised Domain Adaptation | EPIC-KITCHENS-100 | ADDA | http://arxiv.org/abs/1702.05464v1 | Average Accuracy | 37.4 |
Domain Adaptation > Unsupervised Domain Adaptation | ImageNet-A | EfficientNet-L2 NoisyStudent + RPL | https://arxiv.org/abs/2104.12928v4 | Top 1 Error | 14.8 |
Domain Adaptation > Unsupervised Domain Adaptation | GTA5+Synscapes+Urbansyn to Cityscapes | Co-Training | https://arxiv.org/abs/2312.12176v1 | mIoU | 76.7 |
Domain Adaptation > Unsupervised Domain Adaptation | VisDA-2017 | TransAdapter | https://arxiv.org/abs/2412.04073v1 | Accuracy | 91.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | ALDI++(Resnet50+FPN) | null | mAP@0.5 | 66.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | RT-DATR(640x640, real-time) | https://arxiv.org/abs/2504.09196v1 | mAP@0.5 | 52.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | MRT | http://openaccess.thecvf.com//content/ICCV2023/html/Zhao_Masked_Retraining_Teacher-Student_Framework_for_Domain_Adaptive_Object_Detection_ICCV_2023_paper.html | mAP@0.5 | 51.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | DDT | https://arxiv.org/abs/2506.04211v1 | mAP@0.5 | 50.0 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | MIC | https://arxiv.org/abs/2212.01322v2 | mAP@0.5 | 47.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | O2net | https://arxiv.org/abs/2204.14195v3 | mAP@0.5 | 46.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | LGCL (supervised) | https://arxiv.org/abs/2410.05058v2 | mAP@0.5 | 46.7 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | LGCL (unsupervised) | https://arxiv.org/abs/2410.05058v2 | mAP@0.5 | 45.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | SAD | https://arxiv.org/abs/2108.03553v4 | mAP@0.5 | 45.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | AWADA | https://arxiv.org/abs/2208.14662v1 | mAP@0.5 | 44.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | ALDI-DETR (ResNet-50, 800px) | https://arxiv.org/abs/2403.12029v2 | mAP@0.5 | 44.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | ILLUME | https://openaccess.thecvf.com/content/WACV2022/html/Khindkar_To_Miss-Attend_Is_to_Misalign_Residual_Self-Attentive_Feature_Alignment_for_WACV_2022_paper.html | mAP@0.5 | 43.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | ViSGA | https://arxiv.org/abs/2110.01428v1 | mAP@0.5 | 43.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | SSA-DA | https://arxiv.org/abs/2011.07205v1 | mAP@0.5 | 42.5 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | DDF | https://arxiv.org/abs/2201.01929v1 | mAP@0.5 | 42.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | DA-RetinaNet | https://arxiv.org/abs/2008.01882v3 | mAP@0.5 | 41.87 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | SAPNet | https://arxiv.org/abs/2003.12979v3 | mAP@0.5 | 40.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | MCAR | https://arxiv.org/abs/2003.12943v2 | mAP@0.5 | 38.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | SWDA | http://arxiv.org/abs/1812.04798v3 | mAP@0.5 | 34.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | DDMRL | https://arxiv.org/abs/1905.05396v1 | mAP@0.5 | 34.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | SCDA | http://openaccess.thecvf.com/content_CVPR_2019/html/Zhu_Adapting_Object_Detectors_via_Selective_Cross-Domain_Alignment_CVPR_2019_paper.html | mAP@0.5 | 33.8 |
Domain Adaptation > Unsupervised Domain Adaptation | Cityscapes to Foggy Cityscapes | DA-Faster | http://arxiv.org/abs/1803.03243v1 | mAP@0.5 | 26.1 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 | https://www.mdpi.com/3042-5999/1/1/4 | mAP | 66.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 | https://www.mdpi.com/3042-5999/1/1/4 | R1 | 66.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 | https://www.mdpi.com/3042-5999/1/1/4 | R5 | 83.4 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 | https://www.mdpi.com/3042-5999/1/1/4 | R10 | 88.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID | https://www.mdpi.com/2674-113X/3/2/12 | mAP | 62.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID | https://www.mdpi.com/2674-113X/3/2/12 | R1 | 61.0 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID | https://www.mdpi.com/2674-113X/3/2/12 | R5 | 79.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID | https://www.mdpi.com/2674-113X/3/2/12 | R10 | 87.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | PAOA+ | https://arxiv.org/abs/2310.15913v1 | mAP | 50.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | PAOA+ | https://arxiv.org/abs/2310.15913v1 | R1 | 50.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | PAOA+ | https://arxiv.org/abs/2310.15913v1 | R5 | - |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | PAOA+ | https://arxiv.org/abs/2310.15913v1 | R10 | - |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 Tiny | https://www.mdpi.com/3042-5999/1/1/4 | mAP | 33.0 |
Domain Adaptation > Unsupervised Domain Adaptation | Market to CUHK03 | CORE-ReID V2 Tiny | https://www.mdpi.com/3042-5999/1/1/4 | R1 | 31.9 |
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