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 ⌀ |
|---|---|---|---|---|---|
16k > Object Detection | COCO test-dev | RPDet (ResNet-101-DCN, multi-scale) | https://arxiv.org/abs/1904.11490v2 | APS | 30.3 |
16k > Object Detection | COCO test-dev | RPDet (ResNet-101-DCN, multi-scale) | https://arxiv.org/abs/1904.11490v2 | APM | 49.7 |
16k > Object Detection | COCO test-dev | RPDet (ResNet-101-DCN, multi-scale) | https://arxiv.org/abs/1904.11490v2 | APL | 57.1 |
16k > Object Detection | COCO test-dev | RPDet (ResNet-101-DCN, multi-scale) | https://arxiv.org/abs/1904.11490v2 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | RPDet (ResNet-101-DCN, multi-scale) | https://arxiv.org/abs/1904.11490v2 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | box mAP | 46.4 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | AP50 | 65.1 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | AP75 | 50.7 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | APS | 29.1 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | APM | 48.5 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | APL | 58.1 |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | HoughNet (MS) | https://arxiv.org/abs/2007.02355v3 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | box mAP | 46.3 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | AP50 | 64.8 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | AP75 | 51.6 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | APS | 31.4 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | APM | 49.9 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | APL | 56.4 |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | PPDet (ResNeXt-101-FPN, multiscale) | https://arxiv.org/abs/2008.01167v2 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | box mAP | 46.2 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | AP50 | 64.3 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | AP75 | 50.5 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | APS | 27.8 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | APM | 49.9 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | APL | 57 |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | GFLV2 (ResNet-101) | https://arxiv.org/abs/2011.12885v1 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | box mAP | 46.1 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | AP50 | 67.0 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | AP75 | 51.6 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | APS | 29.6 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | APM | 48.9 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | APL | 58.1 |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | Hardware Burden | 29G |
16k > Object Detection | COCO test-dev | SNIPER (ResNet-101) | http://arxiv.org/abs/1805.09300v3 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | box mAP | 46.1 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | AP50 | 64.0 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | AP75 | 50.3 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | APS | 27.1 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | APM | 48.6 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | APL | 58.3 |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | Hardware Burden | 15G |
16k > Object Detection | COCO test-dev | Mask R-CNN (HRNetV2p-W48 + cascade) | https://arxiv.org/abs/1908.07919v2 | Operations per network pass | 61.8G |
16k > Object Detection | COCO test-dev | ResNeXt-64x4d-101 NAS-FCOS @128-256 w/improvements | https://arxiv.org/abs/1906.04423v4 | box mAP | 46.1 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | box mAP | 46.0 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | AP50 | 67.9 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | AP75 | 50.8 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | APS | 27.8 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | APM | 49.1 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | APL | 59.5 |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | DCNv2 (ResNet-101, multi-scale) | http://arxiv.org/abs/1811.11168v2 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | Gaussian-FCOS | https://arxiv.org/abs/2006.15607v6 | box mAP | 46 |
16k > Object Detection | COCO test-dev | Gaussian-FCOS | https://arxiv.org/abs/2006.15607v6 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | Gaussian-FCOS | https://arxiv.org/abs/2006.15607v6 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | box mAP | 45.9 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | AP50 | 64.2 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | AP75 | 50 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | APS | 26.3 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | APM | 49 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | APL | 58.6 |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | Cascade R-CNN-FPN (ResNet-101, map-guided) | https://arxiv.org/abs/1908.07801v1 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | MAL (ResNeXt101, single-scale) | https://arxiv.org/abs/1912.02252v1 | box mAP | 45.9 |
16k > Object Detection | COCO test-dev | MAL (ResNeXt101, single-scale) | https://arxiv.org/abs/1912.02252v1 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | MAL (ResNeXt101, single-scale) | https://arxiv.org/abs/1912.02252v1 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | box mAP | 45.8 |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | AP50 | 64.5 |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | APS | 27.8 |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | APM | 48.3 |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | APL | 57.6 |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | CenterMask+VoVNetV2-99 (single-scale) | https://arxiv.org/abs/1911.06667v6 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | box mAP | 45.7 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | AP50 | 67.3 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | AP75 | 51.1 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | APS | 29.3 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | APM | 48.8 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | APL | 57.1 |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | D-RFCN + SNIP (DPN-98 with flip, multi-scale) | http://arxiv.org/abs/1711.08189v2 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | box mAP | 45.5 |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | AP50 | 64.1 |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | AP75 | 49.5 |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | APS | 27 |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | APM | 49 |
16k > Object Detection | COCO test-dev | YOLOv4 (CD53) | https://arxiv.org/abs/2011.08036v2 | APL | 56.7 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | box mAP | 45 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | AP50 | 64.4 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | AP75 | 49 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | APS | 26.9 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | APM | 47.7 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | APL | 56.6 |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | Hardware Burden | null |
16k > Object Detection | COCO test-dev | AC-FPN Cascade R-CNN(ResNet-101, single scale) | https://arxiv.org/abs/2005.11475v1 | Operations per network pass | null |
16k > Object Detection | COCO test-dev | FreeAnchor (ResNeXt-101) | https://arxiv.org/abs/1909.02466v2 | box mAP | 44.8 |
16k > Object Detection | COCO test-dev | FreeAnchor (ResNeXt-101) | https://arxiv.org/abs/1909.02466v2 | AP50 | 64.3 |
16k > Object Detection | COCO test-dev | FreeAnchor (ResNeXt-101) | https://arxiv.org/abs/1909.02466v2 | AP75 | 48.4 |
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