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 | Pascal VOC to Clipart1K | 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 | 41.6 |
Domain Adaptation > Unsupervised Domain Adaptation | Office-31 | PMTrans | https://arxiv.org/abs/2303.13434v2 | Accuracy | 95.3 |
Domain Adaptation > Unsupervised Domain Adaptation | Office-31 | EUDA | https://arxiv.org/abs/2407.21311v1 | Accuracy | 92 |
Domain Adaptation > Unsupervised Domain Adaptation | Office-31 | PDA (CLIP, ViT-B/16) | https://arxiv.org/abs/2312.09553v2 | Accuracy | 91.2 |
Domain Adaptation > Unsupervised Domain Adaptation | Office-31 | CHATTY + MCC | https://arxiv.org/abs/2304.09623v2 | Accuracy | 89.9 |
Domain Adaptation > Unsupervised Domain Adaptation | Office-31 | Implicit Alignment (with MDD) | https://arxiv.org/abs/2006.04996v1 | Avg accuracy | 88.8 |
Domain Adaptation > Unsupervised Domain Adaptation | PreSIL to KITTI | PointDAN | https://arxiv.org/abs/1911.02744v1 | AP@0.7 | 17.1 |
Domain Adaptation > Unsupervised Domain Adaptation | PreSIL to KITTI | CycleGAN | https://arxiv.org/abs/1905.08955v1 | AP@0.7 | 16.5 |
Domain Adaptation > Domain Generalization | PACS | SIMPLE+ | https://openreview.net/forum?id=BqrPeZ_e5P | Average Accuracy | 99.0 |
Domain Adaptation > Domain Generalization | PACS | PromptStyler (CLIP, ViT-L/14) | https://arxiv.org/abs/2307.15199v2 | Average Accuracy | 98.6 |
Domain Adaptation > Domain Generalization | PACS | GMDG (RegNetY-16GF, SWAD) | https://arxiv.org/abs/2402.18853v2 | Average Accuracy | 97.9 |
Domain Adaptation > Domain Generalization | PACS | D-Triplet(RegNetY-16GF) | https://arxiv.org/abs/2303.01233v1 | Average Accuracy | 97.6 |
Domain Adaptation > Domain Generalization | PACS | MoA (OpenCLIP, ViT-B/16) | https://arxiv.org/abs/2310.11031v2 | Average Accuracy | 97.4 |
Domain Adaptation > Domain Generalization | PACS | GMDG (e RegNetY-16GF) | https://arxiv.org/abs/2402.18853v2 | Average Accuracy | 97.3 |
Domain Adaptation > Domain Generalization | PACS | PromptStyler (CLIP, ViT-B/16) | https://arxiv.org/abs/2307.15199v2 | Average Accuracy | 97.2 |
Domain Adaptation > Domain Generalization | PACS | SPG (CLIP, ViT-B/16) | https://arxiv.org/abs/2404.19286v2 | Average Accuracy | 97.0 |
Domain Adaptation > Domain Generalization | PACS | MIRO (RegNetY-16GF, SWAD) | https://arxiv.org/abs/2203.10789v2 | Average Accuracy | 96.8 |
Domain Adaptation > Domain Generalization | PACS | CAR-FT (CLIP, ViT-B/16) | https://arxiv.org/abs/2211.16175v1 | Average Accuracy | 96.8 |
Domain Adaptation > Domain Generalization | PACS | VL2V-SD (CLIP, ViT-B/16) | https://arxiv.org/abs/2310.08255v2 | Average Accuracy | 96.68 |
Domain Adaptation > Domain Generalization | PACS | SEDGE+ | https://arxiv.org/abs/2203.04600v1 | Average Accuracy | 96.1 |
Domain Adaptation > Domain Generalization | PACS | Ensemble of Averages (RegNetY-16GF) | https://arxiv.org/abs/2110.10832v4 | Average Accuracy | 95.8 |
Domain Adaptation > Domain Generalization | PACS | UniDG + CORAL + ConvNeXt-B | https://arxiv.org/abs/2310.10008v1 | Average Accuracy | 95.6 |
Domain Adaptation > Domain Generalization | PACS | CADG | https://arxiv.org/abs/2203.17067v3 | Average Accuracy | 94.6 |
Domain Adaptation > Domain Generalization | PACS | Ensemble of Averages (ResNeXt-50 32x4d) | https://arxiv.org/abs/2110.10832v4 | Average Accuracy | 93.2 |
Domain Adaptation > Domain Generalization | PACS | PromptStyler (CLIP, ResNet-50) | https://arxiv.org/abs/2307.15199v2 | Average Accuracy | 93.2 |
Domain Adaptation > Domain Generalization | PACS | SPG (CLIP, ResNet-50) | https://arxiv.org/abs/2404.19286v2 | Average Accuracy | 92.8 |
Domain Adaptation > Domain Generalization | PACS | EoQ (ResNet-50) | https://arxiv.org/abs/2410.06020v1 | Average Accuracy | 90.7 |
Domain Adaptation > Domain Generalization | PACS | Model Ratatouille | https://arxiv.org/abs/2212.10445v3 | Average Accuracy | 90.5 |
Domain Adaptation > Domain Generalization | PACS | RISE (ResNet-50) | https://arxiv.org/abs/2309.12530v1 | Average Accuracy | 90.2 |
Domain Adaptation > Domain Generalization | PACS | AdaClust (ResNet-50, SWAD) | https://arxiv.org/abs/2112.04766v2 | Average Accuracy | 89.2 |
Domain Adaptation > Domain Generalization | PACS | PCL (ResNet50, SWAD) | http://openaccess.thecvf.com//content/CVPR2022/html/Yao_PCL_Proxy-Based_Contrastive_Learning_for_Domain_Generalization_CVPR_2022_paper.html | Average Accuracy | 88.7 |
Domain Adaptation > Domain Generalization | PACS | LRDG (ResNet-50) | https://arxiv.org/abs/2212.07101v1 | Average Accuracy | 88.63 |
Domain Adaptation > Domain Generalization | PACS | Ensemble of Averages (ResNet-50) | https://arxiv.org/abs/2110.10832v4 | Average Accuracy | 88.6 |
Domain Adaptation > Domain Generalization | PACS | BatchFormer(ResNet-50, SWAD) | https://arxiv.org/abs/2203.01522v2 | Average Accuracy | 88.6 |
Domain Adaptation > Domain Generalization | PACS | SIMPLE | https://openreview.net/forum?id=BqrPeZ_e5P | Average Accuracy | 88.6 |
Domain Adaptation > Domain Generalization | PACS | MIRO (ResNet-50, SWAD) | https://arxiv.org/abs/2203.10789v2 | Average Accuracy | 88.4 |
Domain Adaptation > Domain Generalization | PACS | GMDG (ResNet-50, SWAD) | https://arxiv.org/abs/2402.18853v2 | Average Accuracy | 88.4 |
Domain Adaptation > Domain Generalization | PACS | VNE (ResNet-50, SWAD) | https://arxiv.org/abs/2304.01434v1 | Average Accuracy | 88.3 |
Domain Adaptation > Domain Generalization | PACS | SWAD (ResNet-50) | https://arxiv.org/abs/2102.08604v4 | Average Accuracy | 88.1 |
Domain Adaptation > Domain Generalization | PACS | GMoE-S/16 | https://arxiv.org/abs/2206.04046v6 | Average Accuracy | 88.1 |
Domain Adaptation > Domain Generalization | PACS | QT-DoG (ResNet-50) | https://arxiv.org/abs/2410.06020v1 | Average Accuracy | 87.89 |
Domain Adaptation > Domain Generalization | PACS | DDG | https://arxiv.org/abs/2205.13913v1 | Average Accuracy | 87.87 |
Domain Adaptation > Domain Generalization | PACS | RSC (ResNet-50) | https://arxiv.org/abs/2007.02454v1 | Average Accuracy | 87.83 |
Domain Adaptation > Domain Generalization | PACS | WAKD (DeiT-Ti) | https://arxiv.org/abs/2309.11446v1 | Average Accuracy | 87.6 |
Domain Adaptation > Domain Generalization | PACS | MDG-Hybrid (ResNet-50) | https://arxiv.org/abs/2006.07500v3 | Average Accuracy | 87.52 |
Domain Adaptation > Domain Generalization | PACS | DREAME | https://arxiv.org/abs/2112.09802v3 | Average Accuracy | 87.35 |
Domain Adaptation > Domain Generalization | PACS | D-Triplet(Resnet-50) | https://arxiv.org/abs/2303.01233v1 | Average Accuracy | 87.3 |
Domain Adaptation > Domain Generalization | PACS | AdaClust (ResNet-50) | https://arxiv.org/abs/2112.04766v2 | Average Accuracy | 87.0 |
Domain Adaptation > Domain Generalization | PACS | Fishr(ResNet-50,DomainBed) | https://arxiv.org/abs/2109.02934v3 | Average Accuracy | 86.9 |
Domain Adaptation > Domain Generalization | PACS | Meta-DMoE (ResNet-50) | https://arxiv.org/abs/2210.03885v2 | Average Accuracy | 86.9 |
Domain Adaptation > Domain Generalization | PACS | POEM | https://arxiv.org/abs/2305.13046v1 | Average Accuracy | 86.7 |
Domain Adaptation > Domain Generalization | PACS | DSON (Resnet-50) | https://arxiv.org/abs/1907.04275v3 | Average Accuracy | 86.64 |
Domain Adaptation > Domain Generalization | PACS | STEAM (Resnet-18) | https://arxiv.org/abs/2112.07517v1 | Average Accuracy | 86.6 |
Domain Adaptation > Domain Generalization | PACS | WAKD (Resnet-18) | https://arxiv.org/abs/2309.11446v1 | Average Accuracy | 86.6 |
Domain Adaptation > Domain Generalization | PACS | XDED (ResNet-18) | https://openreview.net/forum?id=63PjP_UEKe | Average Accuracy | 86.4 |
Domain Adaptation > Domain Generalization | PACS | XDED (ResNet-18) | https://arxiv.org/abs/2211.14058v1 | Average Accuracy | 86.4 |
Domain Adaptation > Domain Generalization | PACS | EISNet (Resnet-50) | https://arxiv.org/abs/2007.09316v1 | Average Accuracy | 85.84 |
Domain Adaptation > Domain Generalization | PACS | GMDG (ResNet-50) | https://arxiv.org/abs/2402.18853v2 | Average Accuracy | 85.6 |
Domain Adaptation > Domain Generalization | PACS | ERM (Resnet-50, DomainBed) | https://arxiv.org/abs/2007.01434v1 | Average Accuracy | 85.50 |
Domain Adaptation > Domain Generalization | PACS | ER (Resnet-50) | http://proceedings.neurips.cc/paper/2020/hash/b98249b38337c5088bbc660d8f872d6a-Abstract.html | Average Accuracy | 85.34 |
Domain Adaptation > Domain Generalization | PACS | RSC (Resnet-50, DomainBed) | https://arxiv.org/abs/2007.02454v1 | Average Accuracy | 85.2 |
Domain Adaptation > Domain Generalization | PACS | RSC (Resnet-18) | https://arxiv.org/abs/2007.02454v1 | Average Accuracy | 85.15 |
Domain Adaptation > Domain Generalization | PACS | DSON (Resnet-18) | https://arxiv.org/abs/1907.04275v3 | Average Accuracy | 85.11 |
Domain Adaptation > Domain Generalization | PACS | StableNet (ResNet-18) | https://arxiv.org/abs/2104.07876v1 | Average Accuracy | 84.69 |
Domain Adaptation > Domain Generalization | PACS | DGIS (Resnet-18, Painting) | https://arxiv.org/abs/2006.11207v2 | Average Accuracy | 84.64 |
Domain Adaptation > Domain Generalization | PACS | MMD-AAE (Resnet-50, DomainBed) | http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Domain_Generalization_With_CVPR_2018_paper.html | Average Accuracy | 84.6 |
Domain Adaptation > Domain Generalization | PACS | Mixup (Resnet-50, DomainBed) | https://arxiv.org/abs/2001.00677v1 | Average Accuracy | 84.6 |
Domain Adaptation > Domain Generalization | PACS | DDEC (Resnet-18) | https://arxiv.org/abs/1909.08245v2 | Average Accuracy | 84.46 |
Domain Adaptation > Domain Generalization | PACS | GroupDRO (Resnet-50, DomainBed) | https://arxiv.org/abs/1911.08731v2 | Average Accuracy | 84.4 |
Domain Adaptation > Domain Generalization | PACS | MDG-Hybrid (Resnet-18) | https://arxiv.org/abs/2006.07500v3 | Average Accuracy | 84.35 |
Domain Adaptation > Domain Generalization | PACS | Stylized (Resnet-18) | https://arxiv.org/abs/2101.09060v2 | Average Accuracy | 84.32 |
Domain Adaptation > Domain Generalization | PACS | NAS-OoD (R | https://arxiv.org/abs/2109.02038v1 | Average Accuracy | 84.23 |
Domain Adaptation > Domain Generalization | PACS | SEDGE | https://arxiv.org/abs/2203.04600v1 | Average Accuracy | 84.1 |
Domain Adaptation > Domain Generalization | PACS | MixStyle (Resnet-18) | https://arxiv.org/abs/2104.02008v1 | Average Accuracy | 83.7 |
Domain Adaptation > Domain Generalization | PACS | SelfReg (Resnet-50) | https://arxiv.org/abs/2104.09841v1 | Average Accuracy | 83.62 |
Domain Adaptation > Domain Generalization | PACS | MetaReg (Resnet-50) | http://papers.nips.cc/paper/7378-metareg-towards-domain-generalization-using-meta-regularization | Average Accuracy | 83.6 |
Domain Adaptation > Domain Generalization | PACS | DMG (Resnet-50) | https://arxiv.org/abs/2008.12839v1 | Average Accuracy | 83.37 |
Domain Adaptation > Domain Generalization | PACS | G2DM (ResNet-18) | https://arxiv.org/abs/1911.00804v6 | Average Accuracy | 83.34 |
Domain Adaptation > Domain Generalization | PACS | SagNet (Resnet-18) | https://arxiv.org/abs/1910.11645v4 | Average Accuracy | 83.25 |
Domain Adaptation > Domain Generalization | PACS | BNE (ResNet-18) | https://arxiv.org/abs/2011.12672v3 | Average Accuracy | 83.1 |
Domain Adaptation > Domain Generalization | PACS | DDAIG (Resnet-18) | https://arxiv.org/abs/2003.06054v1 | Average Accuracy | 83.1 |
Domain Adaptation > Domain Generalization | PACS | L2A-OT (Resnet-18) | https://arxiv.org/abs/2007.03304v3 | Average Accuracy | 82.8 |
Domain Adaptation > Domain Generalization | PACS | MASF (Resnet-50) | https://arxiv.org/abs/1910.13580v1 | Average Accuracy | 82.67 |
Domain Adaptation > Domain Generalization | PACS | CDANN (Resnet-50, DomainBed) | http://openaccess.thecvf.com/content_ECCV_2018/html/Ya_Li_Deep_Domain_Generalization_ECCV_2018_paper.html | Average Accuracy | 82.6 |
Domain Adaptation > Domain Generalization | PACS | DecAug (Resnet-18) | https://arxiv.org/abs/2010.01007v1 | Average Accuracy | 82.4 |
Domain Adaptation > Domain Generalization | PACS | DecAug (Resnet-18) | https://arxiv.org/abs/2012.09382v1 | Average Accuracy | 82.39 |
Domain Adaptation > Domain Generalization | PACS | SagNet (Resnet-50) | https://arxiv.org/abs/1910.11645v4 | Average Accuracy | 82.3 |
Domain Adaptation > Domain Generalization | PACS | EISNet (Resnet-18) | https://arxiv.org/abs/2007.09316v1 | Average Accuracy | 82.15 |
Domain Adaptation > Domain Generalization | PACS | MMLD (Resnet-18, k=2) | https://arxiv.org/abs/1911.07661v1 | Average Accuracy | 81.83 |
Domain Adaptation > Domain Generalization | PACS | FAR (Resnet-18) | https://arxiv.org/abs/2006.12009v1 | Average Accuracy | 81.7 |
Domain Adaptation > Domain Generalization | PACS | MetaReg (Resnet-18) | http://papers.nips.cc/paper/7378-metareg-towards-domain-generalization-using-meta-regularization | Average Accuracy | 81.7 |
Domain Adaptation > Domain Generalization | PACS | CuMix (Resnet-18) | https://arxiv.org/abs/2007.12256v2 | Average Accuracy | 81.6 |
Domain Adaptation > Domain Generalization | PACS | Epi-FCR (Resnet-18) | https://arxiv.org/abs/1902.00113v3 | Average Accuracy | 81.5 |
Domain Adaptation > Domain Generalization | PACS | S-MLDG (Resnet-18) | https://arxiv.org/abs/2004.01377v1 | Average Accuracy | 81.5 |
Domain Adaptation > Domain Generalization | PACS | DMG (Resnet-18) | https://arxiv.org/abs/2008.12839v1 | Average Accuracy | 81.46 |
Domain Adaptation > Domain Generalization | PACS | Jigsaw+Rotation (Resnet-18) | https://arxiv.org/abs/2007.12368v2 | Average Accuracy | 81.41 |
Domain Adaptation > Domain Generalization | PACS | ER (Resnet-18) | http://proceedings.neurips.cc/paper/2020/hash/b98249b38337c5088bbc660d8f872d6a-Abstract.html | Average Accuracy | 81.38 |
Domain Adaptation > Domain Generalization | PACS | MASF (Resnet-18) | https://arxiv.org/abs/1910.13580v1 | Average Accuracy | 81.04 |
Domain Adaptation > Domain Generalization | PACS | D-SAM-Λ (Resnet-18) | http://arxiv.org/abs/1809.10966v1 | Average Accuracy | 80.72 |
Domain Adaptation > Domain Generalization | PACS | CrossGrad (Resnet-18) | http://arxiv.org/abs/1804.10745v2 | Average Accuracy | 80.7 |
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