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 > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cars Moderate | YoLoStereo3D | https://arxiv.org/abs/2103.09422v1 | AP75 | 41.25 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cars Moderate | OC-Stereo | https://arxiv.org/abs/1909.07566v2 | AP75 | 37.60 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cars Moderate | Pseudo-LiDAR | https://arxiv.org/abs/1812.07179v6 | AP75 | 34.05 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cars Moderate | Stereo R-CNN | http://arxiv.org/abs/1902.09738v2 | AP75 | 30.23 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cars Moderate | TL-Net | https://arxiv.org/abs/1906.01193v1 | AP75 | 4.37 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cyclists Moderate | DSGN++ | https://arxiv.org/abs/2204.03039v3 | AP50 | 43.90 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cyclists Moderate | LIGA-Stereo | https://arxiv.org/abs/2108.08258v1 | AP50 | 36.86 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cyclists Moderate | Disp R-CNN | https://arxiv.org/abs/2004.03572v1 | AP50 | 24.40 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cyclists Moderate | DSGN | https://arxiv.org/abs/2001.03398v3 | AP50 | 18.17 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Cyclists Moderate | OC-Stereo | https://arxiv.org/abs/1909.07566v2 | AP50 | 16.63 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | DSGN++ | https://arxiv.org/abs/2204.03039v3 | AP50 | 32.74 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | LIGA-Stereo | https://arxiv.org/abs/2108.08258v1 | AP50 | 30.00 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | Disp R-CNN | https://arxiv.org/abs/2004.03572v1 | AP50 | 25.80 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | CG-Stereo | https://arxiv.org/abs/2003.05505v1 | AP50 | 24.31 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | YoLoStereo3D | https://arxiv.org/abs/2103.09422v1 | AP50 | 19.75 |
16k > Object Detection > 3D Object Detection > 3D Object Detection From Stereo Images | KITTI Pedestrians Moderate | DSGN | https://arxiv.org/abs/2001.03398v3 | AP50 | 15.55 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Val) | RL-Based Dynamic-Online Policy | null | AP | 26.01 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Val) | Official challenge baseline | https://arxiv.org/abs/2005.10420v2 | AP | 21.06 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Val) | StreamYOLO | https://arxiv.org/abs/2203.12338v2 | sAP | 42.3 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Val) | DaDe | https://arxiv.org/abs/2212.11558v2 | sAP | 42.3 |
16k > Object Detection > Real-Time Object Detection | PASCAL VOC 2007 (15+5) | Faster R-CNN | http://arxiv.org/abs/1506.01497v3 | FPS | 7.0 |
16k > Object Detection > Real-Time Object Detection | PASCAL VOC 2007 (15+5) | Faster R-CNN | http://arxiv.org/abs/1506.01497v3 | MAP | 73.2 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Test) | YOLOX | https://arxiv.org/abs/2107.08430v2 | AP | 41.1 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Test) | RL-Based Dynamic-Online Policy | null | AP | 26.99 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Full-Stack, Test) | Official challenge baseline | https://arxiv.org/abs/2005.10420v2 | AP | 21.06 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Detection-Only, Test) | YOLOX | https://arxiv.org/abs/2107.08430v2 | AP | 41.1 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Detection-Only, Test) | RL-Based Dynamic-Online Policy | null | AP | 17.98 |
16k > Object Detection > Real-Time Object Detection | Argoverse-HD (Detection-Only, Test) | Official challenge baseline | https://arxiv.org/abs/2005.10420v2 | AP | 13.61 |
16k > Object Detection > Real-Time Object Detection | COCO | Mask R-CNN X-152-32x8d | http://arxiv.org/abs/1703.06870v3 | box AP | 45.2 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-X+ | https://arxiv.org/abs/2412.04234v3 | FPS (V100, b=1) | 78 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-X+ | https://arxiv.org/abs/2412.04234v3 | box AP | 59.5 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-X+ | https://arxiv.org/abs/2410.13842v1 | FPS (V100, b=1) | 78 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-X+ | https://arxiv.org/abs/2410.13842v1 | box AP | 59.3 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv6-L6(1280) | https://arxiv.org/abs/2209.02976v1 | FPS (V100, b=1) | 26 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv6-L6(1280) | https://arxiv.org/abs/2209.02976v1 | box AP | 57.2 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-L+ | https://arxiv.org/abs/2206.09379v2 | FPS (V100, b=1) | 124 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-L+ | https://arxiv.org/abs/2206.09379v2 | box AP | 57.1 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PRB-FPN6-E-ELAN(1280) | https://arxiv.org/abs/2012.01724v5 | FPS (V100, b=1) | 31 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PRB-FPN6-E-ELAN(1280) | https://arxiv.org/abs/2012.01724v5 | box AP | 56.9 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-E6E(1280) | https://arxiv.org/abs/2207.02696v1 | FPS (V100, b=1) | 36 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-E6E(1280) | https://arxiv.org/abs/2207.02696v1 | box AP | 56.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-D6(1280) | https://arxiv.org/abs/2207.02696v1 | FPS (V100, b=1) | 44 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-D6(1280) | https://arxiv.org/abs/2207.02696v1 | box AP | 56.6 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-X | https://arxiv.org/abs/2412.04234v3 | FPS (V100, b=1) | 78 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-X | https://arxiv.org/abs/2412.04234v3 | box AP | 56.5 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-H(640) | https://arxiv.org/abs/2304.08069v3 | FPS (V100, b=1) | 40 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-H(640) | https://arxiv.org/abs/2304.08069v3 | box AP | 56.3 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-E6(1280) | https://arxiv.org/abs/2207.02696v1 | FPS (V100, b=1) | 56 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-E6(1280) | https://arxiv.org/abs/2207.02696v1 | box AP | 56 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-X | https://arxiv.org/abs/2410.13842v1 | FPS (V100, b=1) | 78 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-X | https://arxiv.org/abs/2410.13842v1 | box AP | 55.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv9-E | https://arxiv.org/abs/2402.13616v2 | box AP | 55.6 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-D6 | https://arxiv.org/abs/2105.04206v1 | FPS (V100, b=1) | 30 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-D6 | https://arxiv.org/abs/2105.04206v1 | box AP | 55.4 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv12x | https://arxiv.org/abs/2502.14740v1 | FPS (V100, b=1) | 85 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv12x | https://arxiv.org/abs/2502.14740v1 | box AP | 55.2 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-M+ | https://arxiv.org/abs/2410.13842v1 | FPS (V100, b=1) | 178 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-M+ | https://arxiv.org/abs/2410.13842v1 | box AP | 55.1 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | GELAN-E | https://arxiv.org/abs/2402.13616v2 | box AP | 55.0 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-W6(1280) | https://arxiv.org/abs/2207.02696v1 | FPS (V100, b=1) | 84 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-W6(1280) | https://arxiv.org/abs/2207.02696v1 | box AP | 54.9 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-X | https://arxiv.org/abs/2304.08069v3 | FPS (V100, b=1) | 74 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-X | https://arxiv.org/abs/2304.08069v3 | box AP | 54.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-E6 | https://arxiv.org/abs/2105.04206v1 | FPS (V100, b=1) | 37 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-E6 | https://arxiv.org/abs/2105.04206v1 | box AP | 54.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-L | https://arxiv.org/abs/2412.04234v3 | FPS (V100, b=1) | 124 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-L | https://arxiv.org/abs/2412.04234v3 | box AP | 54.7 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv11x | https://arxiv.org/abs/2410.17725v1 | FPS (V100, b=1) | 88 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv11x | https://arxiv.org/abs/2410.17725v1 | box AP | 54.7 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_X | https://arxiv.org/abs/2203.16250v3 | FPS (V100, b=1) | 45 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_X | https://arxiv.org/abs/2203.16250v3 | box AP | 54.7 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv10-X | https://arxiv.org/abs/2405.14458v2 | box AP | 54.4 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-R101 | https://arxiv.org/abs/2304.08069v3 | FPS (V100, b=1) | 74 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-R101 | https://arxiv.org/abs/2304.08069v3 | box AP | 54.3 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-W6 | https://arxiv.org/abs/2105.04206v1 | FPS (V100, b=1) | 47 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-W6 | https://arxiv.org/abs/2105.04206v1 | box AP | 54.1 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-L | https://arxiv.org/abs/2410.13842v1 | FPS (V100, b=1) | 124 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | D-FINE-L | https://arxiv.org/abs/2410.13842v1 | box AP | 54.0 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_L(distillation) | https://arxiv.org/abs/2203.16250v3 | FPS (V100, b=1) | 78 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_L(distillation) | https://arxiv.org/abs/2203.16250v3 | box AP | 54.0 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv12l | https://arxiv.org/abs/2502.14740v1 | FPS (V100, b=1) | 148 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv12l | https://arxiv.org/abs/2502.14740v1 | box AP | 53.7 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv11l | https://arxiv.org/abs/2410.17725v1 | FPS (V100, b=1) | 161 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv11l | https://arxiv.org/abs/2410.17725v1 | box AP | 53.4 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv10-L | https://arxiv.org/abs/2405.14458v2 | box AP | 53.4 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PRB-FPN-MSP | https://arxiv.org/abs/2012.01724v5 | FPS (V100, b=1) | 94 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PRB-FPN-MSP | https://arxiv.org/abs/2012.01724v5 | box AP | 53.3 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-X | https://arxiv.org/abs/2207.02696v1 | FPS (V100, b=1) | 114 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv7-X | https://arxiv.org/abs/2207.02696v1 | box AP | 53.1 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-L | https://arxiv.org/abs/2304.08069v3 | FPS (V100, b=1) | 114 (T4) |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RT-DETR-L | https://arxiv.org/abs/2304.08069v3 | box AP | 53.0 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-P6D | https://arxiv.org/abs/2105.04206v1 | FPS (V100, b=1) | 49 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOR-P6D | https://arxiv.org/abs/2105.04206v1 | box AP | 53 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv9-C | https://arxiv.org/abs/2402.13616v2 | box AP | 53.0 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_L | https://arxiv.org/abs/2203.16250v3 | FPS (V100, b=1) | 78 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | PP-YOLOE+_L | https://arxiv.org/abs/2203.16250v3 | box AP | 52.9 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv6-L | https://arxiv.org/abs/2301.05586v1 | FPS (V100, b=1) | 98 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | YOLOv6-L | https://arxiv.org/abs/2301.05586v1 | box AP | 52.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | RTMDet | https://arxiv.org/abs/2212.07784v2 | box AP | 52.8 |
16k > Object Detection > Real-Time Object Detection | COCO (Common Objects in Context) | DEIM-D-FINE-M | https://arxiv.org/abs/2412.04234v3 | FPS (V100, b=1) | 178 (T4) |
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