Edge Detection on NYUDv2 (test)
78.4ODS ScoreCOB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| COBBackbone=ResNet-50, Input Modality=RGB-HHA2019.02 | 78.4 | 80.5 | 82.5 | |
| InvPT2022.03 | 78.1 | — | — | |
| ATRC2022.03 | 77.94 | — | — | |
| MTI-Net2022.03 | 77.86 | — | — | |
| AMH-NetBackbone=ResNet-50, Input Modality=RGB-HHA2019.02 | 77.1 | 78.6 | 80.2 | |
| AMH-Net2021.08 | 77.1 | 78.6 | — | |
| CATS BDCNData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 77 | 78.3 | — | |
| CATS RCFData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 76.8 | 78.2 | — | |
| BDCNData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 76.6 | 77.9 | — | |
| BDCNInput Modality=RGB-HHA2019.02 | 76.5 | 78.1 | 81.3 | |
| RCFFPS=52+2021.08 | 76.5 | 78 | — | |
| BDCNFPS=33+2021.08 | 76.5 | 78.1 | — | |
| PAP2022.03 | 76.42 | — | — | |
| PSD2022.03 | 76.42 | — | — | |
| RCFData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 76.4 | 77.8 | — | |
| Cross-Stitch2022.03 | 76.38 | — | — | |
| PAD-Net2022.03 | 76.38 | — | — | |
| LPCBInput Modality=RGB-HHA2019.02 | 76.2 | 77.8 | — | |
| LPCBData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 76.2 | 77.8 | — | |
| LPCB2021.08 | 76.2 | 77.8 | — | |
| RCFInput Modality=RGB-HHA2019.02 | 75.7 | 77.1 | — | |
| PiDiNetFPS=62+2021.08 | 75.6 | 77.3 | — | |
| CATS HEDData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 75.5 | 77 | — | |
| PiDiNet-LFPS=88+2021.08 | 75.4 | 77 | — | |
| CATS RCFData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 75.2 | 76.5 | — | |
| CATS BDCNData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 75.2 | 76.5 | — | |
| PiDiNet-SmallFPS=115+2021.08 | 75 | 76.7 | — | |
| BDCNInput Modality=RGB2019.02 | 74.8 | 76.3 | 77 | |
| BDCNData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 74.8 | 76.2 | — | |
| BDCNFPS=33+2021.08 | 74.8 | 76.3 | — | |
| HEDInput Modality=RGB-HHA2019.02 | 74.6 | 76.1 | 78.6 | |
| HEDData=RGB-HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 74.6 | 76.4 | — | |
| HEDFPS=62+2021.08 | 74.6 | 76.1 | — | |
| PiDiNet-Small-LFPS=165+2021.08 | 74.6 | 76.3 | — | |
| RCFData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 74.5 | 75.9 | — | |
| PiDiNet-TinyFPS=140+2021.08 | 74.5 | 76.3 | — | |
| AMH-NetBackbone=ResNet-50, Input Modality=RGB2019.02 | 74.4 | 75.8 | 76.5 | |
| AMH-Net2021.08 | 74.4 | 75.8 | — | |
| RCFFPS=52+2021.08 | 74.3 | 75.7 | — | |
| PiDiNet-Tiny-LFPS=206+2021.08 | 74.1 | 75.9 | — | |
| LPCBInput Modality=RGB2019.02 | 73.9 | 75.4 | — | |
| LPCBData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 73.9 | 75.4 | — | |
| LPCB2021.08 | 73.9 | 75.4 | — | |
| PiDiNetFPS=62+2021.08 | 73.3 | 74.7 | — | |
| CATS HEDData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 73.2 | 74.6 | — | |
| RCFInput Modality=RGB2019.02 | 72.9 | 74.2 | — | |
| PiDiNet-LFPS=88+2021.08 | 72.8 | 74.1 | — | |
| PiDiNet-SmallFPS=115+2021.08 | 72.6 | 74.1 | — | |
| HEDData=RGB, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 72.2 | 73.7 | — | |
| PiDiNet-Small-LFPS=165+2021.08 | 72.1 | 73.6 | — | |
| PiDiNet-TinyFPS=140+2021.08 | 72.1 | 73.6 | — | |
| HEDInput Modality=RGB2019.02 | 72 | 73.4 | 73.4 | |
| HEDFPS=62+2021.08 | 72 | 73.4 | — | |
| AMH-NetBackbone=ResNet-50, Input Modality=HHA2019.02 | 71.6 | 72.9 | 73.4 | |
| PiDiNet-Tiny-LFPS=206+2021.08 | 71.4 | 72.9 | — | |
| CATS BDCNData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 71.2 | 72.4 | — | |
| CATS RCFData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 71 | 72.1 | — | |
| SE+NG+FPS=1/152021.08 | 71 | 72.3 | — | |
| LPCBInput Modality=HHA2019.02 | 70.7 | 71.9 | — | |
| BDCNInput Modality=HHA2019.02 | 70.7 | 71.9 | 73.1 | |
| LPCBData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 70.7 | 71.9 | — | |
| SE+NG+2019.02 | 70.6 | 73.4 | 73.8 | |
| RCFInput Modality=HHA2019.02 | 70.5 | 71.5 | — | |
| BDCNData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 70.4 | 71.6 | — | |
| RCFData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 70.1 | 71.2 | — | |
| SE2019.02 | 69.5 | 70.8 | 67.9 | |
| SEFPS=52021.08 | 69.5 | 70.8 | — | |
| CATS HEDData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 69.3 | 70.3 | — | |
| HEDData=HHA, Evaluation Protocol=Standard Evaluation (SEval)2020.11 | 69.1 | 70.4 | — | |
| gPb+NG2019.02 | 68.7 | 71.6 | 62.9 | |
| gPb+NGFPS=1/3752021.08 | 68.7 | 71.6 | — | |
| HEDInput Modality=HHA2019.02 | 68.2 | 69.5 | 70.2 | |
| OEF2019.02 | 65.1 | 66.7 | — | |
| gPb-UCM2019.02 | 63.2 | 66.1 | 56.2 | |
| gPb-UCMFPS=1/3602021.08 | 63.2 | 66.1 | — | |
| CATS RCFData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 47.4 | 48.8 | — | |
| CATS BDCNData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 44.2 | 46.2 | — | |
| CATS RCFData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 43.9 | 45.2 | — | |
| CATS RCFData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 43.3 | 44.5 | — | |
| BDCNData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 42.6 | 45 | — | |
| CATS BDCNData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 42.2 | 43.9 | — | |
| CATS BDCNData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 41.8 | 43.5 | — | |
| CATS HEDData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 40.5 | 41.8 | — | |
| RCFData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 39.8 | 41.3 | — | |
| HEDData=RGB, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 38.7 | 40.4 | — | |
| CATS HEDData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 38.2 | 39.7 | — | |
| BDCNData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 37.5 | 39.2 | — | |
| RCFData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 37.4 | 38.5 | — | |
| HEDData=RGB-HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 36.8 | 38.4 | — | |
| CATS HEDData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 34.9 | 36.2 | — | |
| BDCNData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 34.7 | 36.7 | — | |
| HEDData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 33.5 | 35 | — | |
| RCFData=HHA, Evaluation Protocol=Crispness-emphasized Evaluation (CEval)2020.11 | 33.3 | 34.8 | — |