Salient Object Detection on ORSSD 2019 (test)
95.57S-alphaIPDiff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IPDiffType=Diff, Input Size=352^2, Param (M)=82.6, FLOPs (G)=70.4, Speed (fps)=42026.07 | 95.57 | 93.62 | 99.15 | 0.0054 | |
| RAGRNet24Type=CO, Input Size=256^2, Param (M)=35.6, FLOPs (G)=17.8, Speed (fps)=312026.07 | 95.07 | 92.42 | 98.61 | 0.0066 | |
| UDCNet-R24Type=CO, Input Size=352^2, Param (M)=72.3, FLOPs (G)=101.2, Speed (fps)=432026.07 | 94.97 | 92.39 | 98.5 | 0.0068 | |
| GLGCNet23Type=TO, Input Size=352^2, Param (M)=25.1, FLOPs (G)=9.8, Speed (fps)=212026.07 | 94.88 | 92.36 | 98.64 | 0.0071 | |
| MRBINet25Type=CO, Input Size=256^2, Param (M)=32.4, FLOPs (G)=42.8, Speed (fps)=92026.07 | 94.74 | 91.99 | 98.51 | 0.0069 | |
| GeleNet23Type=TO, Input Size=352^2, Param (M)=25.4, FLOPs (G)=11.7, Speed (fps)=302026.07 | 94.69 | 92.54 | 98.6 | 0.0079 | |
| BCARNet25Type=CO, Input Size=352^2, Param (M)=24.0, FLOPs (G)=7.0, Speed (fps)=-2026.07 | 94.65 | 91.96 | 98.33 | 0.0071 | |
| PRNet24Type=TO, Input Size=352^2, Param (M)=20.8, FLOPs (G)=8.5, Speed (fps)=212026.07 | 94.59 | 91.77 | 98.48 | 0.0075 | |
| MIRGNet24Type=CO, Input Size=256^2, Param (M)=78.7, FLOPs (G)=136.2, Speed (fps)=462026.07 | 94.55 | 91.92 | 98.12 | 0.0081 | |
| SFANet24Type=CO, Input Size=256^2, Param (M)=25.1, FLOPs (G)=7.7, Speed (fps)=-2026.07 | 94.53 | 91.92 | 98.3 | 0.0077 | |
| MCCNet22Type=CO, Input Size=256^2, Param (M)=67.6, FLOPs (G)=112.8, Speed (fps)=952026.07 | 94.37 | 91.55 | 98 | 0.0087 | |
| ACCoNet23Type=CO, Input Size=256^2, Param (M)=102.5, FLOPs (G)=179.9, Speed (fps)=812026.07 | 94.37 | 91.49 | 97.96 | 0.0088 | |
| TSCNet24Type=CO, Input Size=256^2, Param (M)=103.6, FLOPs (G)=116.8, Speed (fps)=592026.07 | 94.28 | 91.98 | 98.5 | 0.0081 | |
| TLCKDNet24Type=TO, Input Size=256^2, Param (M)=50.0, FLOPs (G)=31.7, Speed (fps)=322026.07 | 94.21 | 91.14 | 97.94 | 0.0082 | |
| DPU-Former25Type=TO, Input Size=352^2, Param (M)=44.2, FLOPs (G)=32.5, Speed (fps)=432026.07 | 94.12 | 92.63 | 98.68 | 0.0062 | |
| SAFINet24Type=CO, Input Size=288^2, Param (M)=3.12, FLOPs (G)=7.6, Speed (fps)=-2026.07 | 94.01 | 91.06 | 97.86 | 0.0086 | |
| HFANet22Type=HO, Input Size=448^2, Param (M)=60.5, FLOPs (G)=68.3, Speed (fps)=262026.07 | 93.99 | 91.12 | 97.7 | 0.0092 | |
| CorrNet22Type=CO, Input Size=256^2, Param (M)=4.09, FLOPs (G)=21.1, Speed (fps)=1002026.07 | 93.8 | 91.29 | 97.9 | 0.0098 | |
| ADSTNet24Type=HO, Input Size=256^2, Param (M)=62.1, FLOPs (G)=27.7, Speed (fps)=402026.07 | 93.79 | 91.24 | 98.07 | 0.0086 | |
| EMFINet22Type=CO, Input Size=256^2, Param (M)=107.3, FLOPs (G)=480.9, Speed (fps)=252026.07 | 93.66 | 90.02 | 97.37 | 0.0109 | |
| VST21Type=TN, Input Size=224^2, Param (M)=44.1, FLOPs (G)=23.2, Speed (fps)=232026.07 | 93.65 | 90.95 | 98.1 | 0.0094 | |
| CamoDiff25Type=Diff, Input Size=384^2, Param (M)=71.7, FLOPs (G)=60.3, Speed (fps)=82026.07 | 93.43 | 92.15 | 98.63 | 0.0187 | |
| SggNet25Type=CO, Input Size=288^2, Param (M)=2.70, FLOPs (G)=1.4, Speed (fps)=1082026.07 | 93.42 | 90.3 | 97.58 | 0.0111 | |
| SOLNet25Type=CO, Input Size=256^2, Param (M)=6.52, FLOPs (G)=8.1, Speed (fps)=1612026.07 | 92.84 | 90.12 | 97.34 | 0.0111 | |
| SeaNet23Type=CO, Input Size=288^2, Param (M)=2.76, FLOPs (G)=1.7, Speed (fps)=962026.07 | 92.6 | 89.42 | 97.67 | 0.0105 | |
| ICON23Type=TN, Input Size=352^2, Param (M)=65.7, FLOPs (G)=61.8, Speed (fps)=342026.07 | 92.56 | 89.39 | 97.04 | 0.0116 | |
| ERPNet23Type=CO, Input Size=224^2, Param (M)=56.5, FLOPs (G)=87.2, Speed (fps)=502026.07 | 92.54 | 89.74 | 97.1 | 0.0135 | |
| PA-KRN21Type=CN, Input Size=600^2, Param (M)=141.1, FLOPs (G)=617.7, Speed (fps)=162026.07 | 92.39 | 88.9 | 96.8 | 0.0139 | |
| MJRBM22Type=CO, Input Size=352^2, Param (M)=43.5, FLOPs (G)=95.7, Speed (fps)=322026.07 | 92.04 | 88.42 | 96.23 | 0.0163 | |
| DAFNet21Type=CO, Input Size=128^2, Param (M)=29.3, FLOPs (G)=68.5, Speed (fps)=262026.07 | 91.91 | 89.28 | 97.71 | 0.0113 | |
| GateNet20Type=CN, Input Size=384^2, Param (M)=100.0, FLOPs (G)=108.3, Speed (fps)=252026.07 | 91.86 | 88.71 | 96.64 | 0.0137 | |
| SARNet21Type=CO, Input Size=336^2, Param (M)=25.9, FLOPs (G)=129.7, Speed (fps)=472026.07 | 91.34 | 88.5 | 95.57 | 0.0187 | |
| ITSD20Type=CN, Input Size=228^2, Param (M)=17.1, FLOPs (G)=54.5, Speed (fps)=162026.07 | 90.5 | 87.35 | 96.01 | 0.0165 | |
| MINet20Type=CN, Input Size=320^2, Param (M)=47.5, FLOPs (G)=146.3, Speed (fps)=122026.07 | 90.4 | 87.61 | 95.45 | 0.0144 | |
| GCPA20Type=CN, Input Size=320^2, Param (M)=67.1, FLOPs (G)=54.3, Speed (fps)=232026.07 | 90.26 | 86.87 | 95.09 | 0.0168 | |
| SUCA21Type=CN, Input Size=256^2, Param (M)=117.7, FLOPs (G)=56.4, Speed (fps)=242026.07 | 89.89 | 84.84 | 95.84 | 0.0145 | |
| CSNet20Type=CN, Input Size=224^2, Param (M)=0.14, FLOPs (G)=0.7, Speed (fps)=382026.07 | 89.1 | 87.9 | 96.28 | 0.0186 | |
| DPORTNet22Type=CN, Input Size=352^2, Param (M)=18.9, FLOPs (G)=60.4, Speed (fps)=162026.07 | 88.27 | 83.09 | 92.14 | 0.022 | |
| LVNet19Type=CO, Input Size=128^2, Param (M)=207.0, FLOPs (G)=-, Speed (fps)=12026.07 | 88.15 | 82.63 | 94.56 | 0.0207 | |
| EnsemDiff22Type=Diff, Input Size=224^2, Param (M)=124.0, FLOPs (G)=190.2, Speed (fps)=0.032026.07 | 87.95 | 81.89 | 93.43 | 0.0245 | |
| SAMNet21Type=CN, Input Size=336^2, Param (M)=1.33, FLOPs (G)=0.5, Speed (fps)=442026.07 | 87.61 | 81.37 | 94.78 | 0.0217 | |
| EGNet19Type=CN, Input Size=380x320, Param (M)=108.0, FLOPs (G)=291.9, Speed (fps)=92026.07 | 87.21 | 83.32 | 97.31 | 0.0216 | |
| DNTD22Type=CN, Input Size=224^2, Param (M)=28.8, FLOPs (G)=8.1, Speed (fps)=-2026.07 | 86.98 | 82.31 | 92.86 | 0.0217 | |
| HVPNet21Type=CN, Input Size=336^2, Param (M)=1.23, FLOPs (G)=1.1, Speed (fps)=262026.07 | 86.1 | 79.38 | 93.2 | 0.0225 | |
| PoolNet19Type=CN, Input Size=400x300, Param (M)=53.6, FLOPs (G)=123.4, Speed (fps)=252026.07 | 84.03 | 77.06 | 93.43 | 0.0358 | |
| R3Net18Type=CN, Input Size=300^2, Param (M)=56.1, FLOPs (G)=47.5, Speed (fps)=22026.07 | 81.41 | 74.56 | 89.13 | 0.0399 | |
| MedSegDiffv224Type=Diff, Input Size=256^2, Param (M)=139.7, FLOPs (G)=260.6, Speed (fps)=0.032026.07 | 77.27 | 64.57 | 82.25 | 0.0508 |