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 | Office-31 | SPL | https://arxiv.org/abs/1911.07982v1 | Average Accuracy | 89.6 |
Domain Adaptation | Office-31 | CADA-P | https://arxiv.org/abs/1906.03502v2 | Average Accuracy | 89.5 |
Domain Adaptation | Office-31 | MEDM | https://arxiv.org/abs/2002.01690v1 | Average Accuracy | 89.2 |
Domain Adaptation | Office-31 | DADA | https://arxiv.org/abs/1911.12036v2 | Average Accuracy | 89 |
Domain Adaptation | Office-31 | SHOT | https://arxiv.org/abs/2002.08546v6 | Average Accuracy | 88.6 |
Domain Adaptation | Office-31 | DADA | https://arxiv.org/abs/2001.00153v1 | Average Accuracy | 88 |
Domain Adaptation | Office-31 | GLOT-DR | https://arxiv.org/abs/2203.00553v3 | Average Accuracy | 87.8 |
Domain Adaptation | Office-31 | IAFN+ENT | https://arxiv.org/abs/1811.07456v2 | Average Accuracy | 87.1 |
Domain Adaptation | Office-31 | MRKLD + LRENT | https://arxiv.org/abs/1908.09822v3 | Average Accuracy | 86.8 |
Domain Adaptation | Office-31 | GTA | http://arxiv.org/abs/1704.01705v4 | Average Accuracy | 86.5 |
Domain Adaptation | Office-31 | MEDA (ResNet50) | https://arxiv.org/abs/1909.08531v1 | Average Accuracy | 85.7 |
Domain Adaptation | Office-31 | DAOD | https://arxiv.org/abs/1907.08375v2 | Average Accuracy | 85.4 |
Domain Adaptation | Office-31 | MADA | http://arxiv.org/abs/1809.02176v1 | Average Accuracy | 85.2 |
Domain Adaptation | Office-31 | DAGE-LDA | https://arxiv.org/abs/2004.11262v4 | Average Accuracy | 82.77 |
Domain Adaptation | Office-31 | CCSA | https://arxiv.org/abs/2004.11262v4 | Average Accuracy | 82.17 |
Domain Adaptation | Office-31 | d-SNE | https://arxiv.org/abs/2004.11262v4 | Average Accuracy | 81.63 |
Domain Adaptation | Office-31 | rRevGrad+CAT | https://arxiv.org/abs/1903.09980v2 | Average Accuracy | 80.1 |
Domain Adaptation | Office-31 | CD3A | https://arxiv.org/abs/1907.10628v2 | Average Accuracy | 79.5 |
Domain Adaptation | Office-31 | IDDA(Alexnet) | http://arxiv.org/abs/1904.01341v1 | Average Accuracy | 78.5 |
Domain Adaptation | Office-31 | IDDA (AlexNet) | http://arxiv.org/abs/1904.01341v1 | Average Accuracy | 78.5 |
Domain Adaptation | Office-31 | CAADA | https://arxiv.org/abs/1911.12983v1 | Average Accuracy | 78.3 |
Domain Adaptation | Office-31 | ResNet-50 | http://arxiv.org/abs/1512.03385v1 | Average Accuracy | 76.1 |
Domain Adaptation | Office-31 | SRDA (RAN) | https://arxiv.org/abs/1905.10748v4 | Average Accuracy | 73.5 |
Domain Adaptation | MNIST-to-MNIST-M | DRANet | https://arxiv.org/abs/2103.13447v2 | Accuracy | 98.7 |
Domain Adaptation | MNIST-to-MNIST-M | DeepJDOT | http://arxiv.org/abs/1803.10081v3 | Accuracy | 92.4 |
Domain Adaptation | MNIST-to-MNIST-M | DSN (DANN) | http://arxiv.org/abs/1608.06019v1 | Accuracy | 83.2 |
Domain Adaptation | MNIST-to-MNIST-M | DANN [ganin2016domain] | http://arxiv.org/abs/1505.07818v4 | Accuracy | 77.4 |
Domain Adaptation | MNIST-to-MNIST-M | MMD [tzeng2015ddc]; [long2015learning] | http://arxiv.org/abs/1502.02791v2 | Accuracy | 76.9 |
Domain Adaptation | Synth Digits-to-SVHN | DSN (DANN) | http://arxiv.org/abs/1608.06019v1 | Accuracy | 91.2 |
Domain Adaptation | Synth Digits-to-SVHN | DANN [ganin2016domain] | http://arxiv.org/abs/1505.07818v4 | Accuracy | 90.3 |
Domain Adaptation | Synth Digits-to-SVHN | MMD [tzeng2015ddc]; [long2015learning] | http://arxiv.org/abs/1502.02791v2 | Accuracy | 88.0 |
Domain Adaptation | Synth Digits-to-SVHN | CORAL [sun2015return] | http://arxiv.org/abs/1511.05547v2 | Accuracy | 85.2 |
Domain Adaptation | GTA5 to Cityscapes | HALO | https://arxiv.org/abs/2306.11180v5 | mIoU | 77.8 |
Domain Adaptation | GTA5 to Cityscapes | DCF | https://arxiv.org/abs/2311.12682v1 | mIoU | 77.7 |
Domain Adaptation | GTA5 to Cityscapes | ILM-ASSL | https://arxiv.org/abs/2301.13361v4 | mIoU | 76.1 |
Domain Adaptation | GTA5 to Cityscapes | MIC | https://arxiv.org/abs/2212.01322v2 | mIoU | 75.9 |
Domain Adaptation | GTA5 to Cityscapes | HRDA+PiPa | https://arxiv.org/abs/2211.07609v1 | mIoU | 75.6 |
Domain Adaptation | GTA5 to Cityscapes | HRDA | https://arxiv.org/abs/2204.13132v2 | mIoU | 73.8 |
Domain Adaptation | GTA5 to Cityscapes | FREDOM - Transformer | https://arxiv.org/abs/2304.02135v1 | mIoU | 73.6 |
Domain Adaptation | GTA5 to Cityscapes | SePiCo | https://arxiv.org/abs/2204.08808v2 | mIoU | 70.3 |
Domain Adaptation | GTA5 to Cityscapes | DAFormer + ProCST | https://arxiv.org/abs/2204.11891v2 | mIoU | 69.4 |
Domain Adaptation | GTA5 to Cityscapes | DAFormer | https://arxiv.org/abs/2111.14887v2 | mIoU | 68.3 |
Domain Adaptation | GTA5 to Cityscapes | MIC + Guidance Training | https://arxiv.org/abs/2403.14995v1 | mIoU | 67.0 |
Domain Adaptation | GTA5 to Cityscapes | Sepico + HIAST | https://arxiv.org/abs/2302.06992v1 | mIoU | 64.1 |
Domain Adaptation | GTA5 to Cityscapes | TransDA-B | https://arxiv.org/abs/2203.07988v1 | mIoU | 63.9 |
Domain Adaptation | GTA5 to Cityscapes | DDB | https://arxiv.org/abs/2209.07695v3 | mIoU | 62.7 |
Domain Adaptation | GTA5 to Cityscapes | EHTDI* | https://arxiv.org/abs/2208.06100v1 | mIoU | 62.0 |
Domain Adaptation | GTA5 to Cityscapes | FREDOM - DeepLabV2 | https://arxiv.org/abs/2304.02135v1 | mIoU | 61.3 |
Domain Adaptation | GTA5 to Cityscapes | BiSMAP | https://arxiv.org/abs/2204.07730v2 | mIoU | 61.2 |
Domain Adaptation | GTA5 to Cityscapes | G2L | https://www.sciencedirect.com/science/article/pii/S1877050922012170 | mIoU | 59.7 |
Domain Adaptation | GTA5 to Cityscapes | FAFS | https://ieeexplore.ieee.org/document/9888149 | mIoU | 58.8 |
Domain Adaptation | GTA5 to Cityscapes | ProDA+CRA | https://arxiv.org/abs/2109.06422v2 | mIoU | 58.6 |
Domain Adaptation | GTA5 to Cityscapes | ProDA | https://arxiv.org/abs/2101.10979v2 | mIoU | 57.5 |
Domain Adaptation | GTA5 to Cityscapes | ProCA | https://arxiv.org/abs/2207.06654v1 | mIoU | 56.3 |
Domain Adaptation | GTA5 to Cityscapes | AdaptSeg + HIAST | https://arxiv.org/abs/2302.06992v1 | mIoU | 56.3 |
Domain Adaptation | GTA5 to Cityscapes | GtA-SFDA (DeepLabv2-ResNet101) | https://arxiv.org/abs/2108.11249v1 | mIoU | 53.4 |
Domain Adaptation | GTA5 to Cityscapes | MRNet + Rectifying Label | https://arxiv.org/abs/2003.03773v3 | mIoU | 50.3 |
Domain Adaptation | GTA5 to Cityscapes | CCM | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/2178_ECCV_2020_paper.php | mIoU | 49.9 |
Domain Adaptation | GTA5 to Cityscapes | MRNet + Adaboost | https://arxiv.org/abs/2103.15685v3 | mIoU | 49.0 |
Domain Adaptation | GTA5 to Cityscapes | MRNet | https://arxiv.org/abs/1912.11164v3 | mIoU | 48.3 |
Domain Adaptation | GTA-to-FoggyCityscapes | FogAdapt+ | https://arxiv.org/abs/2201.02588v3 | mIoU | 45 |
Domain Adaptation | S2RDA-MS-39 | PGA | https://arxiv.org/abs/2406.09353v3 | Accuracy | 38 |
Domain Adaptation | UCF --> HMDB (full) | UNITE | https://arxiv.org/abs/2312.02914v4 | Accuracy | 95.0 |
Domain Adaptation | UCF --> HMDB (full) | TranSVAE | null | Accuracy | 87.78 |
Domain Adaptation | UCF --> HMDB (full) | CoMix | https://arxiv.org/abs/2110.15128v1 | Accuracy | 86.66 |
Domain Adaptation | UCF --> HMDB (full) | SAVA | https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/1712_ECCV_2020_paper.php | Accuracy | 82.22 |
Domain Adaptation | UCF --> HMDB (full) | TA3N | https://arxiv.org/abs/1907.12743v6 | Accuracy | 78.33 |
Domain Adaptation | Foggy Cityscapes | MILA | https://arxiv.org/abs/2309.01086v1 | mAP | 50.6 |
Domain Adaptation | Noisy-Amazon (45%) | Butterfly | https://arxiv.org/abs/1905.07720v3 | Average Accuracy | 56.01 |
Domain Adaptation | Cityscapes to ACDC | SoRA | https://arxiv.org/abs/2412.04077v1 | mIoU | 78.8 |
Domain Adaptation | Cityscapes to ACDC | Rein | https://arxiv.org/abs/2312.04265v5 | mIoU | 77.6 |
Domain Adaptation | Cityscapes to ACDC | CoDA | https://arxiv.org/abs/2403.17369v3 | mIoU | 72.6 |
Domain Adaptation | Cityscapes to ACDC | Refign (HRDA) | https://arxiv.org/abs/2207.06825v3 | mIoU | 72.1 |
Domain Adaptation | Cityscapes to ACDC | HALO | https://arxiv.org/abs/2306.11180v5 | mIoU | 71.9 |
Domain Adaptation | Cityscapes to ACDC | MIC | https://arxiv.org/abs/2212.01322v2 | mIoU | 70.4 |
Domain Adaptation | Cityscapes to ACDC | HRDA | https://arxiv.org/abs/2204.13132v2 | mIoU | 68.0 |
Domain Adaptation | Cityscapes to ACDC | Refign (DAFormer) | https://arxiv.org/abs/2207.06825v3 | mIoU | 65.5 |
Domain Adaptation | Cityscapes to ACDC | VBLC (DAFormer) | https://arxiv.org/abs/2211.12256v1 | mIoU | 64.2 |
Domain Adaptation | Cityscapes to ACDC | CMFormer | https://arxiv.org/abs/2307.00371v5 | mIoU | 60.1 |
Domain Adaptation | Cityscapes to ACDC | DAFormer | https://arxiv.org/abs/2111.14887v2 | mIoU | 55.4 |
Domain Adaptation | Cityscapes to ACDC | DANNet | https://arxiv.org/abs/2104.10834v1 | mIoU | 50.0 |
Domain Adaptation | Cityscapes to ACDC | MGCDA | https://arxiv.org/abs/2005.14553v2 | mIoU | 48.7 |
Domain Adaptation | Cityscapes to ACDC | VBLC (DeepLabv2) | https://arxiv.org/abs/2211.12256v1 | mIoU | 47.8 |
Domain Adaptation | Cityscapes to ACDC | FDA (DeepLabv2) | https://arxiv.org/abs/2004.05498v1 | mIoU | 45.7 |
Domain Adaptation | Cityscapes to ACDC | DACS (DeepLabv2) | https://arxiv.org/abs/2007.08702v2 | mIoU | 41.2 |
Domain Adaptation | DomainNet | SPM | https://arxiv.org/abs/2505.24216v1 | Accuracy | 71.1 |
Domain Adaptation | DomainNet | SFDA2 | https://arxiv.org/abs/2403.10834v1 | Accuracy | 68.3 |
Domain Adaptation | DomainNet | SWG | https://arxiv.org/abs/2312.04066v4 | Accuracy | 66.1 |
Domain Adaptation | DomainNet | PMTrans | https://arxiv.org/abs/2303.13434v2 | Accuracy | 52.4 |
Domain Adaptation | SYNSIG-to-GTSRB | DFA-MCD | https://arxiv.org/abs/2006.12770v5 | Accuracy | 97.5 |
Domain Adaptation | SYNSIG-to-GTSRB | DFA-ENT | https://arxiv.org/abs/2006.12770v5 | Accuracy | 96.8 |
Domain Adaptation | SYNSIG-to-GTSRB | MCD | http://arxiv.org/abs/1712.02560v4 | Accuracy | 94.4 |
Domain Adaptation | SYNSIG-to-GTSRB | SRDA (RAN) | https://arxiv.org/abs/1905.10748v4 | Accuracy | 93.61 |
Domain Adaptation | SYNSIG-to-GTSRB | DAN | http://arxiv.org/abs/1502.02791v2 | Accuracy | 91.1 |
Domain Adaptation | SYNSIG-to-GTSRB | ASSC | http://arxiv.org/abs/1708.00938v1 | Accuracy | 82.8 |
Domain Adaptation | Synth Signs-to-GTSRB | Mean teacher | http://arxiv.org/abs/1706.05208v4 | Accuracy | 98.66 |
Domain Adaptation | Synth Signs-to-GTSRB | DSN (DANN) | http://arxiv.org/abs/1608.06019v1 | Accuracy | 93.1 |
Domain Adaptation | Synth Signs-to-GTSRB | MMD [tzeng2015ddc]; [long2015learning] | http://arxiv.org/abs/1502.02791v2 | Accuracy | 91.1 |
Domain Adaptation | Synth Signs-to-GTSRB | CORAL [sun2015return] | http://arxiv.org/abs/1511.05547v2 | Accuracy | 86.9 |
Domain Adaptation | Synth Objects-to-LINEMOD | DSN (DANN) | http://arxiv.org/abs/1608.06019v1 | Classification Accuracy | 100 |
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